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results/omni_finetune/xperience10m_qwen3_omni_v6_interaction_text_task15_a100_20260620T010305Z/interaction_text_prediction/RUN_REPORT.md

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+# Qwen3-Omni v6 Interaction Text Prediction
+
+- Status: pass
+- Samples: 4032
+- Macro-F1: 0.431867
+- Accuracy: 0.462054
+- MRR: 0.670883
+- Caption files: 119/119

results/omni_finetune/xperience10m_qwen3_omni_v6_interaction_text_task15_a100_20260620T010305Z/interaction_text_prediction/metrics.json

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+{
+  "accuracy": 0.46205357142857145,
+  "adapter_dir": "/mnt/kgc/chaoyue/ropedia-h20-side/ropedia-episode-task-suite/checkpoints/xperience10m_qwen3_omni_128ep_multiscale_cap96_v6_rank64_lr5e5_full8gpu_lora/adapter_lora",
+  "candidate_count": 4,
+  "caption_jsonl": "/mnt/kgc/chaoyue/ropedia-h20-side/ropedia-episode-task-suite/results/omni_finetune/xperience10m_128_raw_caption_interactions_task15_20260619_full/caption_interactions.jsonl",
+  "caption_manifest": "/mnt/kgc/chaoyue/ropedia-h20-side/ropedia-episode-task-suite/results/omni_finetune/xperience10m_128_raw_caption_interactions_task15_20260619_full/caption_interactions_manifest.json",
+  "caption_manifest_status": "pass",
+  "dataset_jsonl": "/mnt/kgc/chaoyue/ropedia-h20-side/ropedia-episode-task-suite/results/omni_finetune/xperience10m_qwen3_omni_128ep_multiscale_cap96_v5_full8gpu_lora_dataset/dataset_a100_eval.jsonl",
+  "eval_split": "test",
+  "interaction_text_prediction_accuracy": 0.46205357142857145,
+  "interaction_text_prediction_macro_f1": 0.4318674027510605,
+  "interaction_text_prediction_mrr": 0.6708829365079374,
+  "labels": [
+    "a participant in a white shirt and vr headset is actively engaging in the training session near the table.",
+    "a participant is standing while wearing a vr headset, interacting with the virtual environment.",
+    "a person in the background holds a soda can while the user continues to hold the phone",
+    "a person in the background is holding a soda can",
+    "a person in the background is holding a soda can while others sort buttons",
+    "adjusting the grip on the bundle of wire hangers",
+    "approaching the area where colleagues are actively placing products on the shelves.",
+    "both hands adjusting the yellow strip",
+    "both hands are actively folding and creasing a purple plastic strip",
+    "both hands are actively holding and bending the paper strip.",
+    "both hands are adjusting the position of the adhesive strip.",
+    "both hands are engaged in arranging the beads and managing the writing task on the paper.",
+    "both hands are gripping the ends of the purple plastic strip to adjust its shape.",
+    "both hands are holding and manipulating the adhesive strip.",
+    "both hands are holding and manipulating the smartphone in the lap.",
+    "both hands are holding the small adhesive strip, manipulating it between the fingers.",
+    "both hands are manipulating a paper strip, winding it.",
+    "both hands holding and manipulating the yellow strip",
+    "both hands holding the yellow strip",
+    "both hands manipulating the yellow strip",
+    "colleague is interacting with inventory boxes",
+    "continuous manipulation of the paper strip is maintained.",
+    "continuous motion of the knife cutting through the cardboard while the left hand maintains pressure to keep the surface stable.",
+    "fingers are actively manipulating and folding the purple plastic strip",
+    "fingers are adjusting the crease of the plastic strip.",
+    "fingers are holding and shaping the plastic strip",
+    "fingers are making fine adjustments to the tip or side of the cone.",
+    "fingers are pinching and guiding the adhesive strip.",
+    "fingers are pressing down on the plastic strip to hold the fold.",
+    "fingers are pressing down on the seam of the paper cone.",
+    "fingers are pressing the adhesive strip along the edge of the paper.",
+    "fingers are pressing together to keep the plastic strip folded",
+    "fingers continue to fold and adjust the plastic strip",
+    "fingers manipulating and folding the paper strip",
+    "fingers manipulating the purple paper strip",
+    "fingers pinching the paper strip to manipulate it",
+    "fingers pressing down on the adhesive strip on the paper cone",
+    "hand adjusting the grip on the purple paper strip",
+    "hand adjusting the hook within the wire shelf",
+    "hand adjusting the position of the pot on the stove",
+    "hand adjusting the position of the stationery package",
+    "hand adjusting the puzzle piece in place on the board",
+    "hand continues to arrange pieces on the table",
+    "hand continues to hover and manipulate the piece on the puzzle surface",
+    "hand continues to nudge and align the can on the shelf",
+    "hand continues to refine the placement of red buttons in the line.",
+    "hand continues to shift and organize the pieces",
+    "hand continues wiping the countertop surface with the cloth.",
+    "hand enters the cabinet area near the cleaning bottle",
+    "hand finishes the adjustment of the can on the shelf",
+    "hand forming a loop with the yellow paper strip.",
+    "hand grasping a can inside the cardboard box",
+    "hand grasping and lifting the pot lid",
+    "hand grasps a bundle of wire hangers inside the box",
+    "hand grasps a can from the plastic crate",
+    "hand grasps the cleaning cloth",
+    "hand grasps the cleaning fluid bottle",
+    "hand grasps the handle of the pot lid.",
+    "hand grasps the utility knife.",
+    "hand gripping the handle of the metal pot",
+    "hand guiding a button to align with others",
+    "hand guiding the utility knife along the edge of the cardboard",
+    "hand holding a can",
+    "hand holding a puzzle piece above the board",
+    "hand holding and bending the yellow paper strip.",
+    "hand holding and manipulating a single bead.",
+    "hand holding and manipulating a small purple paper strip",
+    "hand holding and rotating a bead",
+    "hand holding cloth under running water",
+    "hand holding pen to write on paper",
+    "hand holding smartphone",
+    "hand holding the red plastic container lid",
+    "hand holding the stationery package",
+    "hand holding utility knife to cut cardboard",
+    "hand holds the utility knife against the cardboard surface.",
+    "hand interacting with paper pieces on the table",
+    "hand interacts with the pile of buttons to retrieve one",
+    "hand interacts with the puzzle piece to move it on the board",
+    "hand is actively pushing and aligning a red button into a row.",
+    "hand is actively using a cloth to wipe across the kitchen counter surface.",
+    "hand is adjusting a canned food item on the shelf",
+    "hand is adjusting a packaged item on the shelf",
+    "hand is adjusting the position of a button within the line",
+    "hand is adjusting the spacing between red buttons in the pattern.",
+    "hand is aligning canned food on the shelf",
+    "hand is continuing to align buttons on the table",
+    "hand is dragging a red button to place it in the organized line.",
+    "hand is finishing the adjustment of the canned food",
+    "hand is guiding the product pack onto the shelf display hook.",
+    "hand is holding a packaged item and moving it towards the shelf",
+    "hand is holding a single puzzle piece",
+    "hand is holding and operating the smartphone",
+    "hand is holding and positioning the product pack on the shelf.",
+    "hand is hovering near a packaged item",
+    "hand is interacting with the puzzle area to finalize piece placement.",
+    "hand is manipulating the towel on the surface",
+    "hand is moving and sliding jigsaw puzzle pieces across the table surface",
+    "hand is moving away from the shelf",
+    "hand is moving canned food toward the shelf.",
+    "hand is moving towards another packaged item",
+    "hand is near the bottom edge of the puzzle, likely positioning a piece.",
+    "hand is placing a button in an organized line on the table",
+    "hand is placing a can onto the retail shelf",
+    "hand is placing or adjusting a dark towel next to the pot on the counter",
+    "hand is placing or releasing the packaged item onto the shelf surface",
+    "hand is placing the canned food onto the shelf surface.",
+    "hand is pushing the smartphone across the cardboard.",
+    "hand is reaching back into the cardboard box to pick up another canned food item.",
+    "hand is reaching towards the button pile to pick one up",
+    "hand is reaching towards the puzzle pieces to sort them",
+    "hand is releasing a canned food item onto the retail shelf.",
+    "hand is releasing a puzzle piece onto the table surface.",
+    "hand is releasing the packaged item on the shelf",
+    "hand is repositioning the can for better alignment",
+    "hand is resting near the puzzle surface",
+    "hand is resting on or near the cloth towel on the counter",
+    "hand is resting on the towel",
+    "hand is scanning the puzzle board area",
+    "hand is tapping or gently moving a button into its final position.",
+    "hand is touching a packaged item on the shelf",
+    "hand is touching and adjusting the position of a can on the shelf",
+    "hand is touching and manipulating the jigsaw puzzle pieces",
+    "hand is touching and moving puzzle pieces on the table",
+    "hand is touching the canned food to adjust position on the shelf",
+    "hand letting go of the stationery package after adjustment",
+    "hand lifting a can out of the box",
+    "hand lifts the cloth from the countertop after wiping.",
+    "hand lifts the lid off the pot.",
+    "hand maintaining grip on the bead",
+    "hand maintaining grip on the utility knife to finish the cut",
+    "hand maintains a firm grip on the cleaning bottle",
+    "hand maintains contact with the can while shifting it slightly",
+    "hand makes contact with the cleaning bottle",
+    "hand makes contact with the cleaning fluid bottle to prepare for grasping",
+    "hand manipulating a puzzle piece near the board",
+    "hand manipulating a small yellow bead",
+    "hand manipulating cooking utensil inside the pot",
+    "hand manipulating position of items on the shelf",
+    "hand moves puzzle pieces to reorganize them",
+    "hand moves the cloth across the surface of the countertop",
+    "hand moves through the pile of star beads",
+    "hand moves towards the pot on the stove.",
+    "hand moving a button into a row arrangement",
+    "hand moving the stationery package to align it",
+    "hand moving the utility knife forward to continue the cut",
+    "hand picking up the bottle from the floor",
+    "hand picks up a puzzle piece",
+    "hand picks up smartphone",
+    "hand picks up star beads one by one and places them on the paper",
+    "hand places a button into the existing arrangement on the table",
+    "hand places the can onto the shelf",
+    "hand placing a button into the row",
+    "hand placing a button onto the existing color-coded line",
+    "hand placing a can on the retail shelf",
+    "hand placing a puzzle piece into the puzzle",
+    "hand placing canned food on the shelf to align with existing items.",
+    "hand placing canned food onto the store shelf",
+    "hand placing cloth on the floor",
+    "hand placing smartphone on desk",
+    "hand placing the lid onto the pot",
+    "hand placing the stationery package on the shelf",
+    "hand positioning a button to maintain the alignment of the row",
+    "hand positioning a canned food item on the shelf.",
+    "hand positions a puzzle piece over the puzzle board",
+    "hand pressing a puzzle piece onto the board surface",
+    "hand pulling the door to close it",
+    "hand pulls the cleaning bottle towards the camera",
+    "hand pushing a metal display hook into the wire shelf grid",
+    "hand pushing the stationery package on the shelf",
+    "hand reaches for smartphone on the shelf",
+    "hand reaching down into the cardboard box to grasp a new can",
+    "hand reaching down to pick up a yellow circular object",
+    "hand reaching for additional items on the shelf",
+    "hand reaching into cardboard box to grasp a can",
+    "hand reaching into shopping bag to pick up stationery package",
+    "hand reaching into the box to grasp a canned food item.",
+    "hand reaching into the button pile to grasp one",
+    "hand reaching into the cardboard box",
+    "hand refining the position of a button in the row",
+    "hand releases the can on the shelf",
+    "hand releases the canned food on the shelf.",
+    "hand releases the smartphone",
+    "hand releasing canned food on the shelf",
+    "hand releasing pen",
+    "hand releasing the stationery package onto the shelf",
+    "hand removes the cleaning bottle from the cabinet",
+    "hand repositioning cardboard square on paper",
+    "hand repositioning the metal pot near the sink",
+    "hand retracting after placing a button into the row",
+    "hand scrolling on smartphone",
+    "hand touches and shifts puzzle pieces on the table",
+    "hand touches the table surface near the bead pattern",
+    "hand touching the stationery package on the shelf",
+    "hands adjusting the position of the lantern edges",
+    "hands are actively connecting two plastic strips together",
+    "hands are actively folding the purple plastic strip.",
+    "hands are actively grasping and manipulating small craft pieces to group them by color or type",
+    "hands are actively manipulating the adhesive strip between fingertips.",
+    "hands are actively manipulating the paper strip to refine the bond on the edge of the paper cone.",
+    "hands are adjusting the opening of the paper lantern.",
+    "hands are arranging small pieces into a pile",
+    "hands are carefully aligning the paper edges together",
+    "hands are delicately holding the paper strip over the paper cone base",
+    "hands are finalizing the positioning of the strip.",
+    "hands are fine-tuning the alignment of the adhesive strip.",
+    "hands are folding the purple plastic strip",
+    "hands are grasping and holding a set of wire hangers",
+    "hands are gripping and holding a bundle of display hooks.",
+    "hands are gripping the handles of the pot to move it",
+    "hands are holding and adjusting the partially expanded paper lantern",
+    "hands are holding and folding the purple plastic strip",
+    "hands are holding and inspecting a white and red paper component of the lantern",
+    "hands are holding and maintaining the fold of the purple plastic strip",
+    "hands are holding and manipulating a circular paper lantern frame and a plastic-wrapped component.",
+    "hands are holding and manipulating a paper strip.",
+    "hands are holding and manipulating a purple plastic strip",
+    "hands are holding and manipulating small craft pieces",
+    "hands are holding and manipulating the small paper strip",
+    "hands are holding and smoothing the surface of the paper cone.",
+    "hands are holding the circular red honeycomb paper lantern",
+    "hands are holding the folded edges of the red paper lantern.",
+    "hands are holding the organized bundle of hooks, preparing to move towards the display shelf.",
+    "hands are holding the purple plastic strip, actively bending it.",
+    "hands are holding the small white earbud case.",
+    "hands are holding the smartphone which is connected to a charging cable.",
+    "hands are holding the strip taut over the paper cone pieces.",
+    "hands are maintaining the fold on the plastic strip.",
+    "hands are manipulating a small adhesive strip near the paper cone construction.",
+    "hands are manipulating and connecting the plastic strips on the table",
+    "hands are manipulating small craft pieces on the table",
+    "hands are manipulating the edge of the paper cone.",
+    "hands are manipulating the small paper strip, likely folding or shaping it",
+    "hands are picking up and stacking craft pieces",
+    "hands are picking up pieces and placing them into existing stacks on the table",
+    "hands are pinching and bending the purple plastic strip",
+    "hands are pulling apart the adhesive sides of the folded red paper honeycomb lantern",
+    "hands are pulling the lantern edges to unfold the honeycomb structure.",
+    "hands are pushing and sorting the piles of colorful star-shaped beads.",
+    "hands are refining the stack of craft pieces",
+    "hands are smoothing the edges of the red paper lantern",
+    "hands are unfolding the honeycomb structure of the paper lantern",
+    "hands are working with craft pieces",
+    "hands begin to manipulate a folded part of the lantern kit",
+    "hands bending the plastic strip",
+    "hands continue to adjust the position of the adhesive strip.",
+    "hands continue to adjust the position of the paper lantern pieces while keeping them over the lap area.",
+    "hands continue to align and secure the adhesive strip to the paper structure.",
+    "hands continue to expand the circular shape of the paper lantern",
+    "hands continue to fold or align the plastic strips",
+    "hands continue to fold the tip of the purple plastic strip",
+    "hands continue to hold and adjust the paper strip while looking at the smartphone",
+    "hands continue to hold and interact with the smartphone screen.",
+    "hands continue to hold and manipulate the paper edge shape",
+    "hands continue to hold the folded paper component, preparing it for assembly",
+    "hands continue to hold the paper strip in place against the cone surface to ensure it adheres.",
+    "hands continue to hold the structure of the paper cone.",
+    "hands continue to manipulate and expand the red paper lantern structure.",
+    "hands continue to manipulate and fold the purple plastic strip",
+    "hands continue to manipulate the craft material",
+    "hands continue to manipulate the shape of the folded strip.",
+    "hands continue to pinch and hold the paper strip in place",
+    "hands continue to slide the component out of the plastic sleeve.",
+    "hands continue to sort and stack the pieces",
+    "hands continuing to fold and shape the plastic strip",
+    "hands continuing to manipulate the paper strip while following instructions",
+    "hands continuously adjusting the paper strip",
+    "hands grip the edges of the folded paper component",
+    "hands hold one plastic strip while adjusting another",
+    "hands hold the joined plastic strips",
+    "hands holding and adjusting a small paper strip",
+    "hands holding and adjusting the bundle of wire hangers",
+    "hands holding and manipulating a purple plastic strip",
+    "hands holding and manipulating the edge of the paper cone",
+    "hands holding and refining the paper strip",
+    "hands holding and supporting the structure of the red paper lantern",
+    "hands holding edges of red paper lantern together",
+    "hands holding smartphone",
+    "hands holding the folded paper lantern",
+    "hands holding the folded paper lantern structure",
+    "hands holding the paper lantern as it takes a rounded shape",
+    "hands maintain contact and manipulation of the adhesive strip.",
+    "hands maintain position on the paper strip",
+    "hands maintaining a fold on the plastic strip",
+    "hands maintaining alignment of lantern edges",
+    "hands maneuvering the paper strip",
+    "hands manipulate the earbud case, specifically opening the lid.",
+    "hands manipulate the plastic packaging to fully remove the paper lantern component.",
+    "hands manipulating tape onto the surface of the paper lantern",
+    "hands manipulating the paper lantern edges to fold it",
+    "hands manipulating the paper strip",
+    "hands manipulating the plastic strip on the table surface",
+    "hands manipulating wire hangers to align them",
+    "hands pinching the edges of the red paper lantern to align them",
+    "hands placed under running water in the sink",
+    "hands placing a small adhesive strip onto the paper cone",
+    "hands placing smartphone onto stand",
+    "hands pull the paper lantern component out from the plastic packaging.",
+    "hands pull the wire hangers out of the box",
+    "hands push and gather star beads into a tighter cluster",
+    "hands releasing smartphone onto stand",
+    "hands remain engaged in fine-tuning the paper cone alignment",
+    "hands remain focused on the plastic strip manipulation.",
+    "hands remain positioned around the folded section of the plastic strip",
+    "hands resting near paper",
+    "hands smoothing the tape applied along the edge of the paper lantern",
+    "hands working with the plastic strip",
+    "holding marker in right hand and cardboard piece in left hand to apply mark",
+    "holding marker to draw on cardboard strip",
+    "holding scissors to cut cardboard strip",
+    "holding smartphone",
+    "holding smartphone steady while viewing content",
+    "holding smartphone with both hands to view screen",
+    "holding smartphone with fingers positioned near screen edges",
+    "holding the handle of a mop, preparing to clean or move it.",
+    "holding the hangers steady while inspecting them",
+    "left hand continues to align the cardboard pieces while the right hand holds the marker.",
+    "left hand holding a fresh cardboard piece ready for marking.",
+    "left hand holds a craft strip while the right hand adjusts its placement among the colored pieces",
+    "left hand holds the cardboard steady while the right hand guides the utility knife to cut along the edge.",
+    "left hand is positioned on top of the cardboard to provide steady pressure",
+    "left hand moves a star bead from the pile to the sorting area.",
+    "left hand moves cardboard pieces into smaller piles.",
+    "left hand picks up a blue star bead to place it with the others.",
+    "left hand picks up and holds a cardboard piece, right hand holds a marker",
+    "left hand picks up and positions a light blue craft strip while the right hand stabilizes it",
+    "left hand places a white star bead onto the white paper.",
+    "left hand places the marked cardboard piece on the table",
+    "left hand placing the labeled cardboard piece on the table.",
+    "left hand positions a star bead on the paper while the right hand holds a marker.",
+    "left hand positions cardboard pieces for better access.",
+    "left hand reaches toward the blue bead pile to select more beads.",
+    "left hand reaching for and picking up a new cardboard piece from the pile.",
+    "left hand rearranges a stack of cardboard pieces on the table surface.",
+    "participants continue the cooperative task of sorting and placing buttons on the table.",
+    "person approaches empty shelf to begin stocking",
+    "person is adjusting the alignment of the cone edges.",
+    "person is carefully positioning the cone edges with both hands.",
+    "person is holding a smartphone in their hand",
+    "person is holding and interacting with the screen of the smartphone",
+    "person maintains grip on the paper cone while looking at the tutorial.",
+    "person picks up a yellow flexible strip from the table",
+    "person's hands are actively handling the craft materials",
+    "person's hands are arranging and sorting small craft pieces on the table",
+    "person's hands are picking through and manipulating small craft pieces",
+    "person's hands continue to refine the arrangement of the small craft pieces",
+    "placing the cardboard piece onto the table surface with left hand",
+    "releasing the can onto the shelf",
+    "releasing the hook from the hand",
+    "releasing the paper strip onto the surface",
+    "right hand adjusts the marker on the cardboard surface, left hand remains steady.",
+    "right hand completes the mark on the cardboard piece.",
+    "right hand continues guiding the blade of the utility knife along the marked line on the cardboard.",
+    "right hand continues marking cardboard piece.",
+    "right hand continues marking the piece, left hand is positioned to hold another piece.",
+    "right hand continues to drag the utility knife along the cardboard edge to perform the cut.",
+    "right hand continues to hold and manipulate the blue fan craft piece on the table",
+    "right hand finishes placement of the canned food item on the shelf.",
+    "right hand finishes writing on the paper while left hand is positioned near the sorted bead pile",
+    "right hand grips and pushes the utility knife along the cardboard surface to perform a cut.",
+    "right hand holding marker to write on a cardboard piece held in the left hand.",
+    "right hand holding marker, left hand in a neutral position",
+    "right hand holding marker, left hand making a pointing gesture",
+    "right hand holding marker, left hand positioning cardboard piece",
+    "right hand holding marker, left hand resting near cardboard",
+    "right hand holding marker, observing the cardboard stacks",
+    "right hand holds a marker while the left hand touches and sorts cardboard pieces.",
+    "right hand holds a pen near the paper while the left hand gathers and sorts star beads.",
+    "right hand holds marker to mark cardboard piece held by left hand.",
+    "right hand holds marker to touch cardboard piece held by left hand",
+    "right hand holds marker, left hand holds small cardboard piece for marking.",
+    "right hand hovers near the shelf, maintaining position of placed items.",
+    "right hand interacts with a cardboard spacer, left hand sorts beads.",
+    "right hand is adjusting a small pile of purple beads on the paper.",
+    "right hand is in contact with the shelf surface near the canned goods.",
+    "right hand is marking a cardboard piece with the marker, left hand is near a stack of cardboard.",
+    "right hand is positioned near the pen and paper, left hand moves a bead.",
+    "right hand is positioned over the shelf, adjusting a canned food item.",
+    "right hand maintains contact with the edge of the blue fan craft piece to refine its shape",
+    "right hand maintains pressure on the utility knife as it finishes the cutting motion.",
+    "right hand manipulates pen while left hand positions beads on paper.",
+    "right hand moves marker across cardboard piece held by left hand.",
+    "right hand moves the marker away from the marked cardboard piece.",
+    "right hand moves to interact with the white star bead pile again.",
+    "right hand moves utility knife to the edge of the cardboard",
+    "right hand places a star bead onto the white paper.",
+    "right hand reaches to pick up a star bead from the central cluster.",
+    "right hand reaches toward the white star bead pile to gather more.",
+    "right hand releases a canned food item onto the shelf.",
+    "right hand rests near the pen, left hand organizes a small group of beads.",
+    "right hand touches the edge of the paper while left hand picks up a star bead.",
+    "right hand uses marker to draw on the cardboard piece held by left hand",
+    "smartphone is placed on the table, clearing the user's hand to manipulate the project materials.",
+    "tapping smartphone screen",
+    "the camera pans across the kitchen workspace while the user approaches the counter.",
+    "the fingers adjust the position of the paper strip.",
+    "the fingers are pinched together, maintaining hold and pressure on the folded plastic strip",
+    "the fingers continue to coil the end of the paper strip.",
+    "the group maintains focus on the tactile sorting and arrangement of buttons on the table.",
+    "the hand continues to touch and slide the puzzle pieces to clear space and inspect them.",
+    "the hand grips the utility knife and presses the blade against the cardboard sheet.",
+    "the hand is holding a puzzle piece",
+    "the hand is holding and moving the dustpan across the floor surface.",
+    "the hand is positioned near the buttons on the table, actively sorting them.",
+    "the hand is positioning and inserting the puzzle piece into the empty slot of the puzzle board",
+    "the hand moves the utility knife along the surface of the cardboard to make a cut.",
+    "the hand reaches for and grasps the handle of the pink dustpan.",
+    "the hand reaches inside the cardboard box to pick up a new can.",
+    "the hands are holding and manipulating a white paper strip near the top of the partially constructed paper cone.",
+    "the hands are holding the cardboard strip and operating the scissors to cut it.",
+    "the hands are holding the ends of a purple plastic strip, maintaining a bent shape.",
+    "the hands are holding the paper lantern and adjusting the vertical edges to join them.",
+    "the hands are pressing the two vertical edges of the lantern together.",
+    "the hands are pulling the lantern edges upward to secure the closure.",
+    "the hands are repositioning to retrieve the next unlabelled cardboard piece.",
+    "the hands are touching and shifting beads on the paper and table surface.",
+    "the hands continue holding the plastic strip in a steady position.",
+    "the hands continue to hold and align the edges of the red paper lantern.",
+    "the hands continue to hold and interact with the smartphone in the lap.",
+    "the hands continue to manipulate and hold the edges of the red paper lantern together.",
+    "the hands continue to manipulate and hold the plastic strip.",
+    "the hands continue to manipulate the scissors along the marked lines on the cardboard strip.",
+    "the hands continue to refine the placement and positioning of the paper strip relative to the paper cone structure.",
+    "the hands hold the edges closed, maintaining the lantern's shape.",
+    "the hands hold the paper strip steady for shaping.",
+    "the hands hold the top of the lantern, keeping the honeycomb structure compressed and aligned.",
+    "the hands keep the plastic strip positioned between them.",
+    "the hands maintain their grasp on the plastic strip.",
+    "the hands of the participants are continuously moving and placing buttons on the table surface.",
+    "the left hand is picking up a fresh piece of cardboard from the organized piles on the table.",
+    "the left hand places the bead on the desk while the right hand holds a pen to record the count on paper.",
+    "the left hand reaches for and picks up a star bead from the pile.",
+    "the left hand stabilizes the cardboard while the right hand grips and pulls the utility knife along the edge.",
+    "the left individual is holding a small yellow craft piece between their fingers while sorting. the right individual is gathering pieces from a pile.",
+    "the marker is being lifted away from the surface of the marked cardboard piece.",
+    "the marker is moved away from the finished piece.",
+    "the paper strip is being held in a precise manner between the fingers.",
+    "the paper strip is held steady while the fingers make small movements.",
+    "the person begins sorting and moving the star-shaped items with their hand.",
+    "the person continues holding and observing the paper strip.",
+    "the person continues holding the paper strip securely.",
+    "the person continues marking the cardboard piece.",
+    "the person continues sorting the craft items on the desk surface.",
+    "the person continues their focused manipulation of the paper strip.",
+    "the person continues to hold and operate the smartphone screen with their right hand.",
+    "the person continues to hold the smartphone and interact with the display.",
+    "the person continues to manipulate craft pieces above the table surface.",
+    "the person continues to manipulate the arrangement of the craft pieces with their hands.",
+    "the person continues to manipulate the paper decoration with both hands.",
+    "the person continues to manipulate the paper strip, slightly altering its orientation.",
+    "the person has placed the can and is beginning to move their hand away from the shelf.",
+    "the person holds a small paper decoration between their fingers while looking at the smartphone screen.",
+    "the person holds the utility knife in their right hand and moves it along the surface of the cardboard to cut it, while the left hand holds the cardboard steady.",
+    "the person holds the yellow paper strip between their thumb and index finger, making fine adjustments.",
+    "the person is actively holding and manipulating a paper strip with both hands.",
+    "the person is actively interacting with the door switch",
+    "the person is holding a can in both hands, examining it before placement.",
+    "the person is holding a can of vegetables and positioning it on the shelf.",
+    "the person is holding a pen and marking data on the paper with the right hand.",
+    "the person is holding a smartphone in their left hand while standing near the desk.",
+    "the person is holding and looking at the smartphone screen.",
+    "the person is holding and sorting small craft pieces with their hands.",
+    "the person is holding the paper piece, preparing to attach it to the partially constructed paper cone.",
+    "the person is holding the smartphone and tapping on the screen with their fingers.",
+    "the person is using the marker to write on the cardboard piece held in the left hand.",
+    "the person is using their fingers to adjust and sort the colored beads.",
+    "the person keeps the paper strip held between their fingers.",
+    "the person keeps their hands resting on the shelf surface.",
+    "the person maintains a steady grip on the paper strip.",
+    "the person maintains contact with the shelf surface while observing the environment.",
+    "the person maintains contact with the shelf while looking at a colleague and inventory boxes nearby.",
+    "the person maintains the hold on the paper strip, slightly repositioning it.",
+    "the person moves their hand from the bag to the shelf.",
+    "the person moves their hand toward the craft items on the desk.",
+    "the person moves through the environment towards the workstations.",
+    "the person places the items onto the surface of the retail shelf.",
+    "the person reaches out with their hand to touch and press the switch on the wall",
+    "the person reaches the table area to join the bead crafting activity.",
+    "the person remains focused on the paper strip, keeping it positioned between their fingers.",
+    "the person slightly shifts their finger position on the paper strip.",
+    "the person uses their fingers to carefully separate or group the small craft pieces.",
+    "the person's hand is holding a pen and actively writing data onto the paper.",
+    "the person's hand is manipulating and moving the mixed star-shaped beads on the table surface.",
+    "the person's hand is moving towards the cardboard boxes to retrieve another item.",
+    "the person's hand is near the smartphone, adjusting its position on the desk.",
+    "the person's hand reaches into the red bag to grasp items.",
+    "the person's hands are actively picking up and positioning small craft pieces on the surface.",
+    "the person's hands are manipulating the button pile to arrange them into lines on the table.",
+    "the person's hands are resting on the metal shelf surface.",
+    "the person's hands are touching and sliding across the surface of the shelf.",
+    "the person's hands remain placed on the shelf while looking at the environment.",
+    "the person's right hand moves towards the cardboard box containing multiple cans.",
+    "the plastic strip is being precisely held by both hands.",
+    "the right hand continues the cutting motion across the cardboard while the left hand stays positioned to hold the material steady.",
+    "the right hand continues to guide the utility knife along the cutting line on the cardboard.",
+    "the right hand continues to guide the utility knife along the marked line on the cardboard.",
+    "the right hand continues to guide the utility knife along the surface of the cardboard.",
+    "the right hand continues to maneuver and press on puzzle pieces to align them with the existing assembly.",
+    "the right hand finishes the cut, moving the knife across the cardboard sheet.",
+    "the right hand holds a pen near the paper while the left hand adjusts a small cardboard square.",
+    "the right hand holds and moves the utility knife, while the left hand presses down on the cardboard to stabilize it.",
+    "the right hand is actively guiding the utility knife to maintain the cut line on the cardboard.",
+    "the right hand is actively moving and positioning a small jigsaw puzzle piece on the table near the main board.",
+    "the right hand is actively moving the utility knife through the cardboard along the marked path.",
+    "the right hand is actively writing on the paper while the left hand stabilizes or arranges the beads.",
+    "the right hand is clutching a group of beads while the left hand rests on the table near the paper.",
+    "the right hand is counting by transferring beads from the hand to the paper surface.",
+    "the right hand is gripping the utility knife and pressing the blade against the cardboard surface.",
+    "the right hand is holding the utility knife, cutting into the cardboard while the left hand stabilizes the cardboard edge.",
+    "the right hand is manipulating the yellow beads on the table.",
+    "the right hand is moving beads into a cluster, while the left hand holds the marker to record the count.",
+    "the right hand is nudging a puzzle piece into a potential fit location on the incomplete puzzle board.",
+    "the right hand is picking up a star bead from the pile, while the left hand holds a marker near the paper.",
+    "the right hand is placed on the desk, idle near the smartphone.",
+    "the right hand maintains pressure and direction with the knife to execute the cut.",
+    "the right hand moves the marker while the left hand releases the marked cardboard piece onto the table.",
+    "the right hand remains engaged with the beads while holding the smartphone with the left hand.",
+    "the scissors are actively engaged in cutting through the cardboard material.",
+    "the scissors are positioned on the edge of the cardboard piece.",
+    "the scissors blades are positioned around the cardboard strip to perform a cut.",
+    "the scissors continue the cutting motion through the small cardboard segment.",
+    "the smartphone is held steady on the kitchen counter surface while the user interacts with it.",
+    "the smartphone remains on the counter surface as the user continues to engage with it.",
+    "the user adjusts the paper strip with their fingertips.",
+    "the user adjusts the tension and orientation of the paper strip.",
+    "the user completes the cutting motion and separates the cardboard piece.",
+    "the user continues scrolling through the content displayed on the smartphone.",
+    "the user continues to adjust the fold of the plastic strip with fingers.",
+    "the user continues to adjust the position of the plastic strip with their fingertips.",
+    "the user continues to arrange the buttons on the table.",
+    "the user continues to fold or adjust the paper strip with their fingers.",
+    "the user continues to grip and articulate the plastic strip.",
+    "the user continues to handle beads while holding a pen in the right hand.",
+    "the user continues to look at the smartphone screen, showing the current time.",
+    "the user continues to manipulate the craft pieces, picking them up and sorting them with their fingers.",
+    "the user continues to manipulate the paper strip between their fingers",
+    "the user continues to manipulate the paper strip, positioning it for the quilling process.",
+    "the user continues to organize or pick up individual beads with the left hand.",
+    "the user continues to slide and reorient pieces on the table to identify a match.",
+    "the user continues to use the pen to document the bead on the paper.",
+    "the user finishes the folding motion while holding the plastic strip.",
+    "the user guides the utility knife along the edge of a grid line on the cardboard.",
+    "the user holds a plastic strip between their thumbs and index fingers while performing a folding motion.",
+    "the user holds and inspects individual craft pieces between their thumb and index finger.",
+    "the user holds the cardboard steady with the left hand while guiding the utility knife along the edge with the right hand.",
+    "the user holds the smartphone and interacts with the touch screen with their right thumb.",
+    "the user holds the smartphone to view the screen while the buttons are spread across the table surface.",
+    "the user interacts with the screen using their thumbs",
+    "the user is actively arranging buttons into a line while holding a smartphone in their hand.",
+    "the user is actively interacting with the paper strip on the tabletop.",
+    "the user is actively marking the paper with the pen to document the bead count.",
+    "the user is actively searching through the pile of puzzle pieces with their fingers to find a matching one.",
+    "the user is adjusting the position of a button already placed in the row.",
+    "the user is aligning a button within the organized row on the table.",
+    "the user is holding a jigsaw puzzle piece with their right hand to position it on the board.",
+    "the user is holding a pen and placing a bead on the paper to count them.",
+    "the user is holding and adjusting the paper strip with both hands",
+    "the user is holding and manipulating a small paper strip with both hands.",
+    "the user is holding the adhesive strip with both hands, manipulating it between their fingertips.",
+    "the user is holding the plastic strip steady to perform a detailed adjustment.",
+    "the user is holding the purple paper strip with both hands while referencing the video on the smartphone.",
+    "the user is holding the smartphone with both hands",
+    "the user is letting go of the scissors with their right hand.",
+    "the user is manipulating the item with their right hand to position it on the shelf.",
+    "the user is moving beads with their hands to sort them.",
+    "the user is pinching and folding the ends of the plastic strip with fingers.",
+    "the user is using both hands to actively bend and manipulate the plastic strip.",
+    "the user is using both hands to adjust and interact with the puzzle pieces placed on the table.",
+    "the user is using both hands to fold the purple plastic strip.",
+    "the user is using both hands to handle and sort through a large pile of craft pieces on the table.",
+    "the user keeps the plastic strip secured between their fingers to maintain the fold.",
+    "the user maintains a hold on the plastic strip to create a sharp crease.",
+    "the user maintains contact with the craft pieces while performing fine motor movements to organize them.",
+    "the user maintains focus on the paper strip, making minute adjustments",
+    "the user maintains tension on the paper strip to form a coil.",
+    "the user maintains their grip on the paper strip as they follow the instructional content.",
+    "the user maintains their grip on the smartphone while operating the screen interface.",
+    "the user manipulates loose puzzle pieces near the bottom edge of the assembled puzzle area.",
+    "the user manipulates the edge of the plastic strip with their right index finger.",
+    "the user moves puzzle pieces to align them with the edge of the mat.",
+    "the user moves their hand across the table to sort through the loose jigsaw pieces.",
+    "the user picks up the pen with their right hand.",
+    "the user prepares to interact with another piece of cardboard.",
+    "the user releases the cardboard piece on the table and gestures with their left hand.",
+    "the user releases the item onto the shelf surface.",
+    "the user scrolls further down on the smartphone interface.",
+    "the user shifts a group of puzzle pieces to clear space on the mat.",
+    "the user shifts pieces around to inspect shapes and patterns for the incomplete section of the puzzle.",
+    "the user's finger is pushing and positioning a specific button into a linear arrangement on the table.",
+    "the user's fingers are manipulating a button, placing it into the existing row.",
+    "the user's fingers are manipulating and aligning star beads on the paper.",
+    "the user's hand adjusts the placement of buttons on the table.",
+    "the user's hand continues to manipulate and place buttons in sequence.",
+    "the user's hand continues to manipulate and shift the loose puzzle pieces to scan for a potential fit.",
+    "the user's hand is actively arranging buttons in a line.",
+    "the user's hand is actively reaching towards the central pile of buttons to retrieve one.",
+    "the user's hand is moving a button to align it with an existing row of buttons on the table.",
+    "the user's hand is moving and positioning buttons on the table.",
+    "the user's hand is moving and sorting through the loose puzzle pieces near the edge of the assembled board.",
+    "the user's hand is moving to pick up another button from the pile.",
+    "the user's hand is placing another button into the organized line.",
+    "the user's hands are sorting and sliding puzzle pieces across the mat.",
+    "the user's hands continue to scan and move puzzle pieces across the table surface.",
+    "the user's hands move across the surface, touching and sliding multiple puzzle pieces to sort them.",
+    "the user's left hand is actively sorting/moving beads on the table surface.",
+    "the user's left hand is manipulating a small bead from the sorted pile.",
+    "the utility knife blade is pressed against the cardboard surface.",
+    "the utility knife blade remains embedded in the cardboard as the hand moves it forward.",
+    "the utility knife continues the cutting action through the cardboard.",
+    "the utility knife continues to cut through the cardboard along the designated path.",
+    "the utility knife is actively engaged in the cutting process on the cardboard surface.",
+    "the utility knife remains in contact with the cardboard, maintaining the incision along the designated path.",
+    "the view briefly tilts toward the floor/counter interface during movement.",
+    "the view is steady facing the kitchen counter and sink area.",
+    "the view returns to the sink area as the user stabilizes their position.",
+    "the view shifts rapidly to look towards the kettle on the counter.",
+    "the worker is positioned near the shelving area where the colleague is actively stocking.",
+    "the worker observes a colleague crouching and interacting with cardboard boxes.",
+    "thumb interacting with smartphone screen",
+    "two hands are holding and twisting a yellow paper strip.",
+    "user adjusts the fold or curve of the yellow paper strip.",
+    "user begins to place the smartphone on the table surface.",
+    "user carefully maneuvers the yellow paper strip over the bead arrangement.",
+    "user continues to adjust the position of buttons to maintain the line formation.",
+    "user continues to hold the expanded circular shape of the paper lantern",
+    "user continues to hold the lantern edges closed between their thumbs and index fingers.",
+    "user continues to interact with the screen interface using their thumb.",
+    "user continues to manipulate the plastic strip between their fingers.",
+    "user continues to manipulate the small paper strip between their thumb and index fingers.",
+    "user continues to mark the cardboard piece held against the ruler.",
+    "user continues to operate the scissors through the cardboard material.",
+    "user continues to operate the smartphone screen with thumbs.",
+    "user continues to pinch and manipulate the adhesive strip.",
+    "user continues to shape the yellow paper strip between fingers.",
+    "user continues to trace and adjust the button line with their finger.",
+    "user fingers scroll on the smartphone screen",
+    "user hands are gripping the edges of the folded red paper lantern",
+    "user holding and interacting with smartphone screen with thumbs",
+    "user holding and unfolding the red pleated paper lantern",
+    "user holding the fully expanded fan-shaped red paper lantern",
+    "user holds a piece of cardboard with one hand and uses scissors with the other to cut it.",
+    "user holds a small adhesive strip between their thumb and index finger.",
+    "user holds and rotates the material",
+    "user holds the new component in their hand.",
+    "user holds the yellow paper strip and positions it near the pile of colored beads.",
+    "user is actively holding and arranging the blue paper fan structure",
+    "user is actively manipulating a button with their fingertip to align it with the existing row.",
+    "user is actively sorting and placing a button into the established row.",
+    "user is arranging and counting small star-shaped beads on the table surface",
+    "user is holding and manipulating a paper strip with both hands.",
+    "user is holding and manipulating a yellow paper strip.",
+    "user is holding the expanded lantern and preparing to assemble it",
+    "user is holding the phone with both hands and tapping on the screen.",
+    "user is holding the smartphone in both hands.",
+    "user is holding the smartphone while looking at the screen.",
+    "user is holding the smartphone with both hands to browse content.",
+    "user is holding the smartphone with one hand while the other hand is near the beads.",
+    "user is holding the string of the paper lantern with both hands.",
+    "user is manipulating a blue paper strip, likely preparing to fold or stack it",
+    "user is manipulating the paper lantern edges to expand its structure",
+    "user is navigating the screen by scrolling with their thumb.",
+    "user is peeling back the plastic wrap from the paper lantern part",
+    "user is pulling the sides of the paper lantern to open it",
+    "user is scrolling or tapping on the smartphone screen.",
+    "user is scrolling through media or list items on the phone.",
+    "user is shaping the yellow paper strip into a loop.",
+    "user is tapping the smartphone screen.",
+    "user is writing the count of sorted beads onto the paper using a pen",
+    "user keeps browsing the phone screen content.",
+    "user keeps pressure on the lantern edges to keep it closed.",
+    "user maintains contact with the line of buttons, finalizing the arrangement.",
+    "user maintains grip on the paper strip, adjusting it for the crafting process.",
+    "user moves past the doorway into the training room.",
+    "user observes the group of participants seated at tables.",
+    "user picks up a piece of blue material",
+    "user places the material onto the bead structure",
+    "user pulling the edges of the paper lantern to expand it",
+    "user reaches into the box to grab a new component.",
+    "user releases the string of the lantern.",
+    "user rotates the adhesive strip between fingers to adjust its position.",
+    "user shifts a button slightly to ensure it is aligned with the others.",
+    "user stabilizes cardboard with left hand while applying the marker with the right hand.",
+    "user touches the smartphone screen with their finger.",
+    "user uses fingers to pinch and fold the end of the yellow paper strip.",
+    "user's finger adjusts the position of a button at the end of the line.",
+    "user's finger continues to trace and nudge the red button arrangement.",
+    "user's finger is moving and positioning buttons into a linear arrangement on the table surface.",
+    "user's finger is tracking the line of red buttons.",
+    "user's fingers are manipulating and placing buttons in a straight line on the table surface.",
+    "user's fingers are manipulating and sliding red buttons into a row.",
+    "user's fingers are pinching the edges of the accordion-style paper lantern to bring them together.",
+    "user's hand continues to manipulate and align buttons on the table.",
+    "user's hand continues to manipulate button positions.",
+    "user's hand is adjusting and placing buttons on the table surface to organize them into a line.",
+    "user's hand is adjusting position of paper strips on the table",
+    "user's hand is seen resting near the arranged buttons.",
+    "user's hand moves buttons on the table surface.",
+    "user's hand repositions buttons on the table.",
+    "user's hand rests near the button arrangement after adjustment.",
+    "user's hands are curling the yellow paper strip.",
+    "user's hands are holding the smartphone and navigating its interface",
+    "user's thumbs are actively manipulating the smartphone screen to scroll content",
+    "user's thumbs are resting on the smartphone screen",
+    "user's thumbs are scrolling on the smartphone screen",
+    "user's thumbs continue to interact with the touchscreen interface",
+    "utility knife cutting into the cardboard surface",
+    "walking towards colleagues who are kneeling and stocking lower shelves."
+  ],
+  "macro_f1": 0.4318674027510605,
+  "metric_key": "macro_f1",
+  "model_id": "/mnt/kgc/chaoyue/ropedia-h20-side/modelscope_models/Qwen__Qwen3-Omni-30B-A3B-Instruct",
+  "num_samples": 4032,
+  "primary_metric": "macro_f1",
+  "primary_score": 0.4318674027510605,
+  "processed_annotation_file_count": 119,
+  "requested_annotation_file_count": 119,
+  "run_id": "xperience10m_qwen3_omni_v6_interaction_text_task15_a100_20260620T010305Z",
+  "sample_offset": 0,
+  "sample_stride": 2,
+  "scope": "held_out_test_qwen3_interaction_text_task15",
+  "score_policy": "GPU-backed Qwen3-Omni v6 task-15 probe over raw caption interaction text extracted from official annotation.hdf5 files. The model ranks shuffled raw interaction text candidates for each held-out video window; macro-F1 and accuracy are computed from the top-ranked candidate. No hashed caption proxy is used for this Qwen score.",
+  "status": "pass",
+  "task_id": "interaction_text_prediction",
+  "task_label": "Interaction Text Prediction",
+  "task_number": 15,
+  "title": "Qwen3-Omni v6 Interaction Text Prediction"
+}

results/omni_finetune/xperience10m_qwen3_omni_v6_interaction_text_task15_a100_20260620T010305Z/interaction_text_prediction/per_class_metrics.csv

@@ -0,0 +1,707 @@
+class_name,support,predicted,precision,recall,f1
+a participant in a white shirt and vr headset is actively engaging in the training session near the table.,11,1,1.0,0.09090909090909091,0.16666666666666669
+"a participant is standing while wearing a vr headset, interacting with the virtual environment.",12,2,1.0,0.16666666666666666,0.2857142857142857
+a person in the background holds a soda can while the user continues to hold the phone,4,0,0.0,0.0,0.0
+a person in the background is holding a soda can,6,0,0.0,0.0,0.0
+a person in the background is holding a soda can while others sort buttons,1,0,0.0,0.0,0.0
+adjusting the grip on the bundle of wire hangers,1,0,0.0,0.0,0.0
+approaching the area where colleagues are actively placing products on the shelves.,14,1,0.0,0.0,0.0
+both hands adjusting the yellow strip,3,4,0.25,0.3333333333333333,0.28571428571428575
+both hands are actively folding and creasing a purple plastic strip,2,2,0.5,0.5,0.5
+both hands are actively holding and bending the paper strip.,3,6,0.5,1.0,0.6666666666666666
+both hands are adjusting the position of the adhesive strip.,4,8,0.375,0.75,0.5
+both hands are engaged in arranging the beads and managing the writing task on the paper.,1,0,0.0,0.0,0.0
+both hands are gripping the ends of the purple plastic strip to adjust its shape.,9,14,0.35714285714285715,0.5555555555555556,0.43478260869565216
+both hands are holding and manipulating the adhesive strip.,7,14,0.5,1.0,0.6666666666666666
+both hands are holding and manipulating the smartphone in the lap.,8,6,0.16666666666666666,0.125,0.14285714285714288
+"both hands are holding the small adhesive strip, manipulating it between the fingers.",4,4,0.5,0.5,0.5
+"both hands are manipulating a paper strip, winding it.",7,7,0.2857142857142857,0.2857142857142857,0.2857142857142857
+both hands holding and manipulating the yellow strip,5,5,0.8,0.8,0.8000000000000002
+both hands holding the yellow strip,8,10,0.4,0.5,0.4444444444444445
+both hands manipulating the yellow strip,3,6,0.3333333333333333,0.6666666666666666,0.4444444444444444
+colleague is interacting with inventory boxes,15,3,1.0,0.2,0.33333333333333337
+continuous manipulation of the paper strip is maintained.,5,1,0.0,0.0,0.0
+continuous motion of the knife cutting through the cardboard while the left hand maintains pressure to keep the surface stable.,17,21,0.6666666666666666,0.8235294117647058,0.7368421052631577
+fingers are actively manipulating and folding the purple plastic strip,1,2,0.5,1.0,0.6666666666666666
+fingers are adjusting the crease of the plastic strip.,1,1,0.0,0.0,0.0
+fingers are holding and shaping the plastic strip,1,1,1.0,1.0,1.0
+fingers are making fine adjustments to the tip or side of the cone.,1,2,0.5,1.0,0.6666666666666666
+fingers are pinching and guiding the adhesive strip.,3,3,0.3333333333333333,0.3333333333333333,0.3333333333333333
+fingers are pressing down on the plastic strip to hold the fold.,1,2,0.5,1.0,0.6666666666666666
+fingers are pressing down on the seam of the paper cone.,1,2,0.5,1.0,0.6666666666666666
+fingers are pressing the adhesive strip along the edge of the paper.,10,18,0.4444444444444444,0.8,0.5714285714285714
+fingers are pressing together to keep the plastic strip folded,2,2,0.5,0.5,0.5
+fingers continue to fold and adjust the plastic strip,1,0,0.0,0.0,0.0
+fingers manipulating and folding the paper strip,3,5,0.4,0.6666666666666666,0.5
+fingers manipulating the purple paper strip,28,48,0.3541666666666667,0.6071428571428571,0.4473684210526316
+fingers pinching the paper strip to manipulate it,2,1,1.0,0.5,0.6666666666666666
+fingers pressing down on the adhesive strip on the paper cone,11,12,0.5833333333333334,0.6363636363636364,0.6086956521739131
+hand adjusting the grip on the purple paper strip,6,4,0.25,0.16666666666666666,0.2
+hand adjusting the hook within the wire shelf,8,6,1.0,0.75,0.8571428571428571
+hand adjusting the position of the pot on the stove,7,6,0.8333333333333334,0.7142857142857143,0.7692307692307692
+hand adjusting the position of the stationery package,1,0,0.0,0.0,0.0
+hand adjusting the puzzle piece in place on the board,1,1,1.0,1.0,1.0
+hand continues to arrange pieces on the table,7,5,0.6,0.42857142857142855,0.5
+hand continues to hover and manipulate the piece on the puzzle surface,2,1,1.0,0.5,0.6666666666666666
+hand continues to nudge and align the can on the shelf,7,9,0.6666666666666666,0.8571428571428571,0.75
+hand continues to refine the placement of red buttons in the line.,5,9,0.2222222222222222,0.4,0.2857142857142857
+hand continues to shift and organize the pieces,20,24,0.20833333333333334,0.25,0.22727272727272727
+hand continues wiping the countertop surface with the cloth.,3,2,1.0,0.6666666666666666,0.8
+hand enters the cabinet area near the cleaning bottle,11,5,1.0,0.45454545454545453,0.625
+hand finishes the adjustment of the can on the shelf,2,1,1.0,0.5,0.6666666666666666
+hand forming a loop with the yellow paper strip.,4,4,0.5,0.5,0.5
+hand grasping a can inside the cardboard box,1,1,0.0,0.0,0.0
+hand grasping and lifting the pot lid,5,4,1.0,0.8,0.888888888888889
+hand grasps a bundle of wire hangers inside the box,18,18,0.5555555555555556,0.5555555555555556,0.5555555555555556
+hand grasps a can from the plastic crate,6,5,1.0,0.8333333333333334,0.9090909090909091
+hand grasps the cleaning cloth,11,10,0.7,0.6363636363636364,0.6666666666666666
+hand grasps the cleaning fluid bottle,3,0,0.0,0.0,0.0
+hand grasps the handle of the pot lid.,1,0,0.0,0.0,0.0
+hand grasps the utility knife.,28,11,0.5454545454545454,0.21428571428571427,0.30769230769230765
+hand gripping the handle of the metal pot,1,1,1.0,1.0,1.0
+hand guiding a button to align with others,10,1,0.0,0.0,0.0
+hand guiding the utility knife along the edge of the cardboard,2,1,0.0,0.0,0.0
+hand holding a can,6,3,0.6666666666666666,0.3333333333333333,0.4444444444444444
+hand holding a puzzle piece above the board,8,3,0.3333333333333333,0.125,0.18181818181818182
+hand holding and bending the yellow paper strip.,2,4,0.25,0.5,0.3333333333333333
+hand holding and manipulating a single bead.,18,20,0.4,0.4444444444444444,0.4210526315789474
+hand holding and manipulating a small purple paper strip,4,14,0.2857142857142857,1.0,0.4444444444444445
+hand holding and rotating a bead,2,1,1.0,0.5,0.6666666666666666
+hand holding cloth under running water,13,7,1.0,0.5384615384615384,0.7000000000000001
+hand holding pen to write on paper,1,0,0.0,0.0,0.0
+hand holding smartphone,2,3,0.6666666666666666,1.0,0.8
+hand holding the red plastic container lid,18,7,0.7142857142857143,0.2777777777777778,0.4
+hand holding the stationery package,1,0,0.0,0.0,0.0
+hand holding utility knife to cut cardboard,2,2,0.5,0.5,0.5
+hand holds the utility knife against the cardboard surface.,11,9,0.5555555555555556,0.45454545454545453,0.5
+hand interacting with paper pieces on the table,30,24,0.3333333333333333,0.26666666666666666,0.2962962962962963
+hand interacts with the pile of buttons to retrieve one,4,2,0.5,0.25,0.3333333333333333
+hand interacts with the puzzle piece to move it on the board,5,5,0.2,0.2,0.20000000000000004
+hand is actively pushing and aligning a red button into a row.,1,2,0.5,1.0,0.6666666666666666
+hand is actively using a cloth to wipe across the kitchen counter surface.,5,9,0.5555555555555556,1.0,0.7142857142857143
+hand is adjusting a canned food item on the shelf,7,8,0.875,1.0,0.9333333333333333
+hand is adjusting a packaged item on the shelf,1,0,0.0,0.0,0.0
+hand is adjusting the position of a button within the line,8,4,1.0,0.5,0.6666666666666666
+hand is adjusting the spacing between red buttons in the pattern.,10,20,0.4,0.8,0.5333333333333333
+hand is aligning canned food on the shelf,4,4,1.0,1.0,1.0
+hand is continuing to align buttons on the table,2,1,0.0,0.0,0.0
+hand is dragging a red button to place it in the organized line.,1,1,1.0,1.0,1.0
+hand is finishing the adjustment of the canned food,3,2,1.0,0.6666666666666666,0.8
+hand is guiding the product pack onto the shelf display hook.,2,4,0.5,1.0,0.6666666666666666
+hand is holding a packaged item and moving it towards the shelf,2,2,1.0,1.0,1.0
+hand is holding a single puzzle piece,8,6,0.6666666666666666,0.5,0.5714285714285715
+hand is holding and operating the smartphone,15,3,0.0,0.0,0.0
+hand is holding and positioning the product pack on the shelf.,1,1,1.0,1.0,1.0
+hand is hovering near a packaged item,3,0,0.0,0.0,0.0
+hand is interacting with the puzzle area to finalize piece placement.,2,1,1.0,0.5,0.6666666666666666
+hand is manipulating the towel on the surface,5,7,0.2857142857142857,0.4,0.3333333333333333
+hand is moving and sliding jigsaw puzzle pieces across the table surface,13,9,0.6666666666666666,0.46153846153846156,0.5454545454545455
+hand is moving away from the shelf,2,0,0.0,0.0,0.0
+hand is moving canned food toward the shelf.,2,3,0.6666666666666666,1.0,0.8
+hand is moving towards another packaged item,7,2,0.5,0.14285714285714285,0.22222222222222224
+"hand is near the bottom edge of the puzzle, likely positioning a piece.",3,2,0.5,0.3333333333333333,0.4
+hand is placing a button in an organized line on the table,12,19,0.47368421052631576,0.75,0.5806451612903226
+hand is placing a can onto the retail shelf,3,4,0.75,1.0,0.8571428571428571
+hand is placing or adjusting a dark towel next to the pot on the counter,6,8,0.375,0.5,0.42857142857142855
+hand is placing or releasing the packaged item onto the shelf surface,3,4,0.5,0.6666666666666666,0.5714285714285715
+hand is placing the canned food onto the shelf surface.,4,4,0.75,0.75,0.75
+hand is pushing the smartphone across the cardboard.,21,19,0.631578947368421,0.5714285714285714,0.6
+hand is reaching back into the cardboard box to pick up another canned food item.,15,14,0.7142857142857143,0.6666666666666666,0.689655172413793
+hand is reaching towards the button pile to pick one up,4,2,0.0,0.0,0.0
+hand is reaching towards the puzzle pieces to sort them,8,2,0.5,0.125,0.2
+hand is releasing a canned food item onto the retail shelf.,2,3,0.6666666666666666,1.0,0.8
+hand is releasing a puzzle piece onto the table surface.,5,3,0.3333333333333333,0.2,0.25
+hand is releasing the packaged item on the shelf,1,0,0.0,0.0,0.0
+hand is repositioning the can for better alignment,3,1,1.0,0.3333333333333333,0.5
+hand is resting near the puzzle surface,4,1,0.0,0.0,0.0
+hand is resting on or near the cloth towel on the counter,2,0,0.0,0.0,0.0
+hand is resting on the towel,3,1,1.0,0.3333333333333333,0.5
+hand is scanning the puzzle board area,15,1,1.0,0.06666666666666667,0.125
+hand is tapping or gently moving a button into its final position.,10,4,0.5,0.2,0.28571428571428575
+hand is touching a packaged item on the shelf,1,1,1.0,1.0,1.0
+hand is touching and adjusting the position of a can on the shelf,1,2,0.5,1.0,0.6666666666666666
+hand is touching and manipulating the jigsaw puzzle pieces,3,6,0.5,1.0,0.6666666666666666
+hand is touching and moving puzzle pieces on the table,20,25,0.2,0.25,0.22222222222222224
+hand is touching the canned food to adjust position on the shelf,1,1,1.0,1.0,1.0
+hand letting go of the stationery package after adjustment,3,2,0.5,0.3333333333333333,0.4
+hand lifting a can out of the box,12,13,0.6923076923076923,0.75,0.7199999999999999
+hand lifts the cloth from the countertop after wiping.,1,0,0.0,0.0,0.0
+hand lifts the lid off the pot.,5,5,1.0,1.0,1.0
+hand maintaining grip on the bead,2,2,0.5,0.5,0.5
+hand maintaining grip on the utility knife to finish the cut,2,1,1.0,0.5,0.6666666666666666
+hand maintains a firm grip on the cleaning bottle,1,2,0.5,1.0,0.6666666666666666
+hand maintains contact with the can while shifting it slightly,4,7,0.5714285714285714,1.0,0.7272727272727273
+hand makes contact with the cleaning bottle,1,0,0.0,0.0,0.0
+hand makes contact with the cleaning fluid bottle to prepare for grasping,9,9,0.7777777777777778,0.7777777777777778,0.7777777777777778
+hand manipulating a puzzle piece near the board,1,1,1.0,1.0,1.0
+hand manipulating a small yellow bead,1,1,1.0,1.0,1.0
+hand manipulating cooking utensil inside the pot,11,6,1.0,0.5454545454545454,0.7058823529411764
+hand manipulating position of items on the shelf,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hand moves puzzle pieces to reorganize them,11,11,0.36363636363636365,0.36363636363636365,0.36363636363636365
+hand moves the cloth across the surface of the countertop,9,16,0.4375,0.7777777777777778,0.56
+hand moves through the pile of star beads,4,1,1.0,0.25,0.4
+hand moves towards the pot on the stove.,4,0,0.0,0.0,0.0
+hand moving a button into a row arrangement,3,4,0.5,0.6666666666666666,0.5714285714285715
+hand moving the stationery package to align it,7,5,0.8,0.5714285714285714,0.6666666666666666
+hand moving the utility knife forward to continue the cut,2,1,1.0,0.5,0.6666666666666666
+hand picking up the bottle from the floor,9,0,0.0,0.0,0.0
+hand picks up a puzzle piece,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hand picks up smartphone,7,7,0.42857142857142855,0.42857142857142855,0.42857142857142855
+hand picks up star beads one by one and places them on the paper,14,37,0.24324324324324326,0.6428571428571429,0.35294117647058826
+hand places a button into the existing arrangement on the table,3,6,0.3333333333333333,0.6666666666666666,0.4444444444444444
+hand places the can onto the shelf,14,15,0.8666666666666667,0.9285714285714286,0.896551724137931
+hand placing a button into the row,1,1,1.0,1.0,1.0
+hand placing a button onto the existing color-coded line,6,6,0.5,0.5,0.5
+hand placing a can on the retail shelf,2,2,1.0,1.0,1.0
+hand placing a puzzle piece into the puzzle,2,3,0.6666666666666666,1.0,0.8
+hand placing canned food on the shelf to align with existing items.,2,2,1.0,1.0,1.0
+hand placing canned food onto the store shelf,1,1,1.0,1.0,1.0
+hand placing cloth on the floor,9,3,0.6666666666666666,0.2222222222222222,0.3333333333333333
+hand placing smartphone on desk,1,1,1.0,1.0,1.0
+hand placing the lid onto the pot,6,6,0.5,0.5,0.5
+hand placing the stationery package on the shelf,7,2,1.0,0.2857142857142857,0.4444444444444445
+hand positioning a button to maintain the alignment of the row,4,4,0.5,0.5,0.5
+hand positioning a canned food item on the shelf.,11,9,0.6666666666666666,0.5454545454545454,0.6
+hand positions a puzzle piece over the puzzle board,17,9,0.4444444444444444,0.23529411764705882,0.30769230769230765
+hand pressing a puzzle piece onto the board surface,12,13,0.15384615384615385,0.16666666666666666,0.16
+hand pulling the door to close it,18,5,0.8,0.2222222222222222,0.3478260869565218
+hand pulls the cleaning bottle towards the camera,5,5,0.6,0.6,0.6
+hand pushing a metal display hook into the wire shelf grid,1,0,0.0,0.0,0.0
+hand pushing the stationery package on the shelf,4,3,0.3333333333333333,0.25,0.28571428571428575
+hand reaches for smartphone on the shelf,6,0,0.0,0.0,0.0
+hand reaching down into the cardboard box to grasp a new can,4,4,1.0,1.0,1.0
+hand reaching down to pick up a yellow circular object,7,8,0.625,0.7142857142857143,0.6666666666666666
+hand reaching for additional items on the shelf,13,1,0.0,0.0,0.0
+hand reaching into cardboard box to grasp a can,3,5,0.6,1.0,0.7499999999999999
+hand reaching into shopping bag to pick up stationery package,3,2,1.0,0.6666666666666666,0.8
+hand reaching into the box to grasp a canned food item.,20,20,0.65,0.65,0.65
+hand reaching into the button pile to grasp one,7,4,0.5,0.2857142857142857,0.36363636363636365
+hand reaching into the cardboard box,5,4,1.0,0.8,0.888888888888889
+hand refining the position of a button in the row,8,9,0.5555555555555556,0.625,0.5882352941176471
+hand releases the can on the shelf,20,3,0.6666666666666666,0.1,0.1739130434782609
+hand releases the canned food on the shelf.,3,2,1.0,0.6666666666666666,0.8
+hand releases the smartphone,4,1,0.0,0.0,0.0
+hand releasing canned food on the shelf,1,0,0.0,0.0,0.0
+hand releasing pen,4,1,1.0,0.25,0.4
+hand releasing the stationery package onto the shelf,4,3,0.3333333333333333,0.25,0.28571428571428575
+hand removes the cleaning bottle from the cabinet,3,2,1.0,0.6666666666666666,0.8
+hand repositioning cardboard square on paper,1,1,1.0,1.0,1.0
+hand repositioning the metal pot near the sink,1,2,0.5,1.0,0.6666666666666666
+hand retracting after placing a button into the row,2,2,0.0,0.0,0.0
+hand scrolling on smartphone,22,19,0.8421052631578947,0.7272727272727273,0.7804878048780488
+hand touches and shifts puzzle pieces on the table,6,9,0.2222222222222222,0.3333333333333333,0.26666666666666666
+hand touches the table surface near the bead pattern,15,3,0.3333333333333333,0.06666666666666667,0.1111111111111111
+hand touching the stationery package on the shelf,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hands adjusting the position of the lantern edges,1,1,0.0,0.0,0.0
+hands are actively connecting two plastic strips together,3,2,0.0,0.0,0.0
+hands are actively folding the purple plastic strip.,1,0,0.0,0.0,0.0
+hands are actively grasping and manipulating small craft pieces to group them by color or type,1,1,1.0,1.0,1.0
+hands are actively manipulating the adhesive strip between fingertips.,6,15,0.4,1.0,0.5714285714285715
+hands are actively manipulating the paper strip to refine the bond on the edge of the paper cone.,17,46,0.2826086956521739,0.7647058823529411,0.4126984126984127
+hands are adjusting the opening of the paper lantern.,3,6,0.3333333333333333,0.6666666666666666,0.4444444444444444
+hands are arranging small pieces into a pile,4,1,1.0,0.25,0.4
+hands are carefully aligning the paper edges together,4,4,0.75,0.75,0.75
+hands are delicately holding the paper strip over the paper cone base,1,3,0.3333333333333333,1.0,0.5
+hands are finalizing the positioning of the strip.,1,1,1.0,1.0,1.0
+hands are fine-tuning the alignment of the adhesive strip.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hands are folding the purple plastic strip,3,4,0.5,0.6666666666666666,0.5714285714285715
+hands are grasping and holding a set of wire hangers,1,1,0.0,0.0,0.0
+hands are gripping and holding a bundle of display hooks.,16,20,0.55,0.6875,0.6111111111111112
+hands are gripping the handles of the pot to move it,5,6,0.8333333333333334,1.0,0.9090909090909091
+hands are holding and adjusting the partially expanded paper lantern,2,6,0.3333333333333333,1.0,0.5
+hands are holding and folding the purple plastic strip,7,16,0.4375,1.0,0.6086956521739131
+hands are holding and inspecting a white and red paper component of the lantern,3,5,0.6,1.0,0.7499999999999999
+hands are holding and maintaining the fold of the purple plastic strip,1,3,0.3333333333333333,1.0,0.5
+hands are holding and manipulating a circular paper lantern frame and a plastic-wrapped component.,11,22,0.36363636363636365,0.7272727272727273,0.4848484848484849
+hands are holding and manipulating a paper strip.,3,7,0.42857142857142855,1.0,0.6
+hands are holding and manipulating a purple plastic strip,9,26,0.34615384615384615,1.0,0.5142857142857142
+hands are holding and manipulating small craft pieces,2,3,0.3333333333333333,0.5,0.4
+hands are holding and manipulating the small paper strip,1,2,0.5,1.0,0.6666666666666666
+hands are holding and smoothing the surface of the paper cone.,1,1,1.0,1.0,1.0
+hands are holding the circular red honeycomb paper lantern,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hands are holding the folded edges of the red paper lantern.,1,1,1.0,1.0,1.0
+"hands are holding the organized bundle of hooks, preparing to move towards the display shelf.",5,1,1.0,0.2,0.33333333333333337
+"hands are holding the purple plastic strip, actively bending it.",14,27,0.37037037037037035,0.7142857142857143,0.4878048780487805
+hands are holding the small white earbud case.,7,6,0.5,0.42857142857142855,0.4615384615384615
+hands are holding the smartphone which is connected to a charging cable.,4,5,0.6,0.75,0.6666666666666665
+hands are holding the strip taut over the paper cone pieces.,1,0,0.0,0.0,0.0
+hands are maintaining the fold on the plastic strip.,1,0,0.0,0.0,0.0
+hands are manipulating a small adhesive strip near the paper cone construction.,1,3,0.3333333333333333,1.0,0.5
+hands are manipulating and connecting the plastic strips on the table,8,17,0.23529411764705882,0.5,0.31999999999999995
+hands are manipulating small craft pieces on the table,1,2,0.5,1.0,0.6666666666666666
+hands are manipulating the edge of the paper cone.,1,1,1.0,1.0,1.0
+"hands are manipulating the small paper strip, likely folding or shaping it",3,9,0.2222222222222222,0.6666666666666666,0.3333333333333333
+hands are picking up and stacking craft pieces,6,4,0.25,0.16666666666666666,0.2
+hands are picking up pieces and placing them into existing stacks on the table,1,0,0.0,0.0,0.0
+hands are pinching and bending the purple plastic strip,5,11,0.2727272727272727,0.6,0.37499999999999994
+hands are pulling apart the adhesive sides of the folded red paper honeycomb lantern,7,16,0.4375,1.0,0.6086956521739131
+hands are pulling the lantern edges to unfold the honeycomb structure.,2,5,0.4,1.0,0.5714285714285715
+hands are pushing and sorting the piles of colorful star-shaped beads.,9,21,0.38095238095238093,0.8888888888888888,0.5333333333333333
+hands are refining the stack of craft pieces,3,2,0.0,0.0,0.0
+hands are smoothing the edges of the red paper lantern,1,1,1.0,1.0,1.0
+hands are unfolding the honeycomb structure of the paper lantern,6,9,0.5555555555555556,0.8333333333333334,0.6666666666666667
+hands are working with craft pieces,3,1,0.0,0.0,0.0
+hands begin to manipulate a folded part of the lantern kit,6,13,0.3076923076923077,0.6666666666666666,0.42105263157894735
+hands bending the plastic strip,2,4,0.5,1.0,0.6666666666666666
+hands continue to adjust the position of the adhesive strip.,5,8,0.375,0.6,0.4615384615384615
+hands continue to adjust the position of the paper lantern pieces while keeping them over the lap area.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+hands continue to align and secure the adhesive strip to the paper structure.,15,18,0.2777777777777778,0.3333333333333333,0.303030303030303
+hands continue to expand the circular shape of the paper lantern,2,3,0.3333333333333333,0.5,0.4
+hands continue to fold or align the plastic strips,10,7,0.42857142857142855,0.3,0.3529411764705882
+hands continue to fold the tip of the purple plastic strip,2,4,0.5,1.0,0.6666666666666666
+hands continue to hold and adjust the paper strip while looking at the smartphone,4,2,0.5,0.25,0.3333333333333333
+hands continue to hold and interact with the smartphone screen.,18,12,0.75,0.5,0.6
+hands continue to hold and manipulate the paper edge shape,6,11,0.2727272727272727,0.5,0.3529411764705882
+"hands continue to hold the folded paper component, preparing it for assembly",1,1,1.0,1.0,1.0
+hands continue to hold the paper strip in place against the cone surface to ensure it adheres.,11,18,0.2777777777777778,0.45454545454545453,0.3448275862068966
+hands continue to hold the structure of the paper cone.,1,2,0.5,1.0,0.6666666666666666
+hands continue to manipulate and expand the red paper lantern structure.,2,7,0.2857142857142857,1.0,0.4444444444444445
+hands continue to manipulate and fold the purple plastic strip,2,4,0.5,1.0,0.6666666666666666
+hands continue to manipulate the craft material,2,2,0.5,0.5,0.5
+hands continue to manipulate the shape of the folded strip.,1,1,1.0,1.0,1.0
+hands continue to pinch and hold the paper strip in place,1,0,0.0,0.0,0.0
+hands continue to slide the component out of the plastic sleeve.,4,5,0.2,0.25,0.22222222222222224
+hands continue to sort and stack the pieces,6,5,0.2,0.16666666666666666,0.1818181818181818
+hands continuing to fold and shape the plastic strip,2,3,0.6666666666666666,1.0,0.8
+hands continuing to manipulate the paper strip while following instructions,8,4,0.5,0.25,0.3333333333333333
+hands continuously adjusting the paper strip,3,1,0.0,0.0,0.0
+hands grip the edges of the folded paper component,1,3,0.0,0.0,0.0
+hands hold one plastic strip while adjusting another,5,5,0.2,0.2,0.20000000000000004
+hands hold the joined plastic strips,1,0,0.0,0.0,0.0
+hands holding and adjusting a small paper strip,25,43,0.2558139534883721,0.44,0.3235294117647059
+hands holding and adjusting the bundle of wire hangers,1,1,1.0,1.0,1.0
+hands holding and manipulating a purple plastic strip,21,37,0.43243243243243246,0.7619047619047619,0.5517241379310345
+hands holding and manipulating the edge of the paper cone,13,22,0.45454545454545453,0.7692307692307693,0.5714285714285714
+hands holding and refining the paper strip,2,4,0.5,1.0,0.6666666666666666
+hands holding and supporting the structure of the red paper lantern,12,19,0.5263157894736842,0.8333333333333334,0.6451612903225806
+hands holding edges of red paper lantern together,4,2,1.0,0.5,0.6666666666666666
+hands holding smartphone,2,2,0.5,0.5,0.5
+hands holding the folded paper lantern,6,1,0.0,0.0,0.0
+hands holding the folded paper lantern structure,13,11,0.5454545454545454,0.46153846153846156,0.4999999999999999
+hands holding the paper lantern as it takes a rounded shape,1,1,1.0,1.0,1.0
+hands maintain contact and manipulation of the adhesive strip.,3,5,0.2,0.3333333333333333,0.25
+hands maintain position on the paper strip,4,3,0.0,0.0,0.0
+hands maintaining a fold on the plastic strip,7,2,1.0,0.2857142857142857,0.4444444444444445
+hands maintaining alignment of lantern edges,3,2,0.5,0.3333333333333333,0.4
+hands maneuvering the paper strip,3,2,0.0,0.0,0.0
+"hands manipulate the earbud case, specifically opening the lid.",5,5,0.8,0.8,0.8000000000000002
+hands manipulate the plastic packaging to fully remove the paper lantern component.,1,1,1.0,1.0,1.0
+hands manipulating tape onto the surface of the paper lantern,14,10,0.5,0.35714285714285715,0.41666666666666663
+hands manipulating the paper lantern edges to fold it,11,17,0.4117647058823529,0.6363636363636364,0.5
+hands manipulating the paper strip,5,5,0.2,0.2,0.20000000000000004
+hands manipulating the plastic strip on the table surface,3,4,0.25,0.3333333333333333,0.28571428571428575
+hands manipulating wire hangers to align them,1,1,1.0,1.0,1.0
+hands pinching the edges of the red paper lantern to align them,6,9,0.5555555555555556,0.8333333333333334,0.6666666666666667
+hands placed under running water in the sink,7,3,1.0,0.42857142857142855,0.6
+hands placing a small adhesive strip onto the paper cone,7,11,0.45454545454545453,0.7142857142857143,0.5555555555555556
+hands placing smartphone onto stand,3,4,0.5,0.6666666666666666,0.5714285714285715
+hands pull the paper lantern component out from the plastic packaging.,8,12,0.3333333333333333,0.5,0.4
+hands pull the wire hangers out of the box,7,5,1.0,0.7142857142857143,0.8333333333333333
+hands push and gather star beads into a tighter cluster,16,23,0.30434782608695654,0.4375,0.358974358974359
+hands releasing smartphone onto stand,4,0,0.0,0.0,0.0
+hands remain engaged in fine-tuning the paper cone alignment,7,4,0.75,0.42857142857142855,0.5454545454545454
+hands remain focused on the plastic strip manipulation.,1,0,0.0,0.0,0.0
+hands remain positioned around the folded section of the plastic strip,1,2,0.0,0.0,0.0
+hands resting near paper,5,0,0.0,0.0,0.0
+hands smoothing the tape applied along the edge of the paper lantern,5,6,0.6666666666666666,0.8,0.7272727272727272
+hands working with the plastic strip,10,9,0.2222222222222222,0.2,0.2105263157894737
+holding marker in right hand and cardboard piece in left hand to apply mark,3,1,0.0,0.0,0.0
+holding marker to draw on cardboard strip,2,3,0.3333333333333333,0.5,0.4
+holding scissors to cut cardboard strip,18,5,0.4,0.1111111111111111,0.1739130434782609
+holding smartphone,3,2,0.5,0.3333333333333333,0.4
+holding smartphone steady while viewing content,2,0,0.0,0.0,0.0
+holding smartphone with both hands to view screen,7,0,0.0,0.0,0.0
+holding smartphone with fingers positioned near screen edges,3,1,1.0,0.3333333333333333,0.5
+"holding the handle of a mop, preparing to clean or move it.",3,0,0.0,0.0,0.0
+holding the hangers steady while inspecting them,1,1,1.0,1.0,1.0
+left hand continues to align the cardboard pieces while the right hand holds the marker.,3,1,1.0,0.3333333333333333,0.5
+left hand holding a fresh cardboard piece ready for marking.,7,2,0.0,0.0,0.0
+left hand holds a craft strip while the right hand adjusts its placement among the colored pieces,4,10,0.4,1.0,0.5714285714285715
+left hand holds the cardboard steady while the right hand guides the utility knife to cut along the edge.,12,23,0.34782608695652173,0.6666666666666666,0.4571428571428571
+left hand is positioned on top of the cardboard to provide steady pressure,3,2,0.5,0.3333333333333333,0.4
+left hand moves a star bead from the pile to the sorting area.,12,12,0.5833333333333334,0.5833333333333334,0.5833333333333334
+left hand moves cardboard pieces into smaller piles.,5,7,0.2857142857142857,0.4,0.3333333333333333
+left hand picks up a blue star bead to place it with the others.,9,11,0.45454545454545453,0.5555555555555556,0.5
+"left hand picks up and holds a cardboard piece, right hand holds a marker",13,20,0.3,0.46153846153846156,0.3636363636363637
+left hand picks up and positions a light blue craft strip while the right hand stabilizes it,4,6,0.16666666666666666,0.25,0.2
+left hand places a white star bead onto the white paper.,1,2,0.5,1.0,0.6666666666666666
+left hand places the marked cardboard piece on the table,2,0,0.0,0.0,0.0
+left hand placing the labeled cardboard piece on the table.,8,4,0.25,0.125,0.16666666666666666
+left hand positions a star bead on the paper while the right hand holds a marker.,2,1,1.0,0.5,0.6666666666666666
+left hand positions cardboard pieces for better access.,3,1,0.0,0.0,0.0
+left hand reaches toward the blue bead pile to select more beads.,5,1,1.0,0.2,0.33333333333333337
+left hand reaching for and picking up a new cardboard piece from the pile.,18,14,0.2857142857142857,0.2222222222222222,0.25
+left hand rearranges a stack of cardboard pieces on the table surface.,7,7,0.42857142857142855,0.42857142857142855,0.42857142857142855
+participants continue the cooperative task of sorting and placing buttons on the table.,1,0,0.0,0.0,0.0
+person approaches empty shelf to begin stocking,12,6,0.6666666666666666,0.3333333333333333,0.4444444444444444
+person is adjusting the alignment of the cone edges.,1,0,0.0,0.0,0.0
+person is carefully positioning the cone edges with both hands.,1,1,0.0,0.0,0.0
+person is holding a smartphone in their hand,12,4,0.25,0.08333333333333333,0.125
+person is holding and interacting with the screen of the smartphone,5,7,0.42857142857142855,0.6,0.5
+person maintains grip on the paper cone while looking at the tutorial.,1,1,0.0,0.0,0.0
+person picks up a yellow flexible strip from the table,12,21,0.38095238095238093,0.6666666666666666,0.4848484848484849
+person's hands are actively handling the craft materials,1,2,0.0,0.0,0.0
+person's hands are arranging and sorting small craft pieces on the table,2,4,0.5,1.0,0.6666666666666666
+person's hands are picking through and manipulating small craft pieces,2,6,0.3333333333333333,1.0,0.5
+person's hands continue to refine the arrangement of the small craft pieces,2,5,0.2,0.5,0.28571428571428575
+placing the cardboard piece onto the table surface with left hand,7,5,0.4,0.2857142857142857,0.3333333333333333
+releasing the can onto the shelf,1,0,0.0,0.0,0.0
+releasing the hook from the hand,6,0,0.0,0.0,0.0
+releasing the paper strip onto the surface,1,0,0.0,0.0,0.0
+"right hand adjusts the marker on the cardboard surface, left hand remains steady.",1,5,0.2,1.0,0.33333333333333337
+right hand completes the mark on the cardboard piece.,1,1,0.0,0.0,0.0
+right hand continues guiding the blade of the utility knife along the marked line on the cardboard.,4,11,0.2727272727272727,0.75,0.39999999999999997
+right hand continues marking cardboard piece.,2,1,1.0,0.5,0.6666666666666666
+"right hand continues marking the piece, left hand is positioned to hold another piece.",1,0,0.0,0.0,0.0
+right hand continues to drag the utility knife along the cardboard edge to perform the cut.,8,13,0.46153846153846156,0.75,0.5714285714285714
+right hand continues to hold and manipulate the blue fan craft piece on the table,9,17,0.29411764705882354,0.5555555555555556,0.3846153846153846
+right hand finishes placement of the canned food item on the shelf.,2,1,1.0,0.5,0.6666666666666666
+right hand finishes writing on the paper while left hand is positioned near the sorted bead pile,2,3,0.3333333333333333,0.5,0.4
+right hand grips and pushes the utility knife along the cardboard surface to perform a cut.,3,7,0.42857142857142855,1.0,0.6
+right hand holding marker to write on a cardboard piece held in the left hand.,2,7,0.2857142857142857,1.0,0.4444444444444445
+"right hand holding marker, left hand in a neutral position",4,0,0.0,0.0,0.0
+"right hand holding marker, left hand making a pointing gesture",4,0,0.0,0.0,0.0
+"right hand holding marker, left hand positioning cardboard piece",6,3,0.6666666666666666,0.3333333333333333,0.4444444444444444
+"right hand holding marker, left hand resting near cardboard",8,3,0.3333333333333333,0.125,0.18181818181818182
+"right hand holding marker, observing the cardboard stacks",3,0,0.0,0.0,0.0
+right hand holds a marker while the left hand touches and sorts cardboard pieces.,4,5,0.2,0.25,0.22222222222222224
+right hand holds a pen near the paper while the left hand gathers and sorts star beads.,8,10,0.5,0.625,0.5555555555555556
+right hand holds marker to mark cardboard piece held by left hand.,1,3,0.3333333333333333,1.0,0.5
+right hand holds marker to touch cardboard piece held by left hand,9,14,0.35714285714285715,0.5555555555555556,0.43478260869565216
+"right hand holds marker, left hand holds small cardboard piece for marking.",11,16,0.3125,0.45454545454545453,0.3703703703703703
+"right hand hovers near the shelf, maintaining position of placed items.",2,1,0.0,0.0,0.0
+"right hand interacts with a cardboard spacer, left hand sorts beads.",7,10,0.5,0.7142857142857143,0.588235294117647
+right hand is adjusting a small pile of purple beads on the paper.,6,9,0.4444444444444444,0.6666666666666666,0.5333333333333333
+right hand is in contact with the shelf surface near the canned goods.,3,4,0.75,1.0,0.8571428571428571
+"right hand is marking a cardboard piece with the marker, left hand is near a stack of cardboard.",1,1,0.0,0.0,0.0
+"right hand is positioned near the pen and paper, left hand moves a bead.",3,1,1.0,0.3333333333333333,0.5
+"right hand is positioned over the shelf, adjusting a canned food item.",4,7,0.5714285714285714,1.0,0.7272727272727273
+right hand maintains contact with the edge of the blue fan craft piece to refine its shape,20,21,0.2857142857142857,0.3,0.2926829268292683
+right hand maintains pressure on the utility knife as it finishes the cutting motion.,3,5,0.6,1.0,0.7499999999999999
+right hand manipulates pen while left hand positions beads on paper.,4,4,0.5,0.5,0.5
+right hand moves marker across cardboard piece held by left hand.,1,2,0.5,1.0,0.6666666666666666
+right hand moves the marker away from the marked cardboard piece.,1,0,0.0,0.0,0.0
+right hand moves to interact with the white star bead pile again.,8,8,0.375,0.375,0.375
+right hand moves utility knife to the edge of the cardboard,4,6,0.5,0.75,0.6
+right hand places a star bead onto the white paper.,9,13,0.23076923076923078,0.3333333333333333,0.27272727272727276
+right hand reaches to pick up a star bead from the central cluster.,5,4,0.5,0.4,0.4444444444444445
+right hand reaches toward the white star bead pile to gather more.,12,9,0.5555555555555556,0.4166666666666667,0.4761904761904762
+right hand releases a canned food item onto the shelf.,1,1,1.0,1.0,1.0
+"right hand rests near the pen, left hand organizes a small group of beads.",3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+right hand touches the edge of the paper while left hand picks up a star bead.,2,3,0.3333333333333333,0.5,0.4
+right hand uses marker to draw on the cardboard piece held by left hand,8,11,0.2727272727272727,0.375,0.3157894736842105
+"smartphone is placed on the table, clearing the user's hand to manipulate the project materials.",2,1,1.0,0.5,0.6666666666666666
+tapping smartphone screen,7,3,0.6666666666666666,0.2857142857142857,0.4
+the camera pans across the kitchen workspace while the user approaches the counter.,3,0,0.0,0.0,0.0
+the fingers adjust the position of the paper strip.,2,6,0.3333333333333333,1.0,0.5
+"the fingers are pinched together, maintaining hold and pressure on the folded plastic strip",4,7,0.14285714285714285,0.25,0.18181818181818182
+the fingers continue to coil the end of the paper strip.,4,4,0.0,0.0,0.0
+the group maintains focus on the tactile sorting and arrangement of buttons on the table.,2,1,0.0,0.0,0.0
+the hand continues to touch and slide the puzzle pieces to clear space and inspect them.,2,2,1.0,1.0,1.0
+the hand grips the utility knife and presses the blade against the cardboard sheet.,3,6,0.5,1.0,0.6666666666666666
+the hand is holding a puzzle piece,10,5,0.4,0.2,0.26666666666666666
+the hand is holding and moving the dustpan across the floor surface.,12,12,0.6666666666666666,0.6666666666666666,0.6666666666666666
+"the hand is positioned near the buttons on the table, actively sorting them.",1,1,1.0,1.0,1.0
+the hand is positioning and inserting the puzzle piece into the empty slot of the puzzle board,11,22,0.45454545454545453,0.9090909090909091,0.6060606060606061
+the hand moves the utility knife along the surface of the cardboard to make a cut.,3,2,1.0,0.6666666666666666,0.8
+the hand reaches for and grasps the handle of the pink dustpan.,11,6,0.8333333333333334,0.45454545454545453,0.5882352941176471
+the hand reaches inside the cardboard box to pick up a new can.,5,5,0.6,0.6,0.6
+the hands are holding and manipulating a white paper strip near the top of the partially constructed paper cone.,22,49,0.3673469387755102,0.8181818181818182,0.5070422535211268
+the hands are holding the cardboard strip and operating the scissors to cut it.,11,18,0.5,0.8181818181818182,0.6206896551724137
+"the hands are holding the ends of a purple plastic strip, maintaining a bent shape.",2,4,0.5,1.0,0.6666666666666666
+the hands are holding the paper lantern and adjusting the vertical edges to join them.,2,4,0.25,0.5,0.3333333333333333
+the hands are pressing the two vertical edges of the lantern together.,1,1,0.0,0.0,0.0
+the hands are pulling the lantern edges upward to secure the closure.,1,0,0.0,0.0,0.0
+the hands are repositioning to retrieve the next unlabelled cardboard piece.,3,2,0.0,0.0,0.0
+the hands are touching and shifting beads on the paper and table surface.,10,15,0.5333333333333333,0.8,0.64
+the hands continue holding the plastic strip in a steady position.,1,0,0.0,0.0,0.0
+the hands continue to hold and align the edges of the red paper lantern.,1,2,0.5,1.0,0.6666666666666666
+the hands continue to hold and interact with the smartphone in the lap.,7,2,0.5,0.14285714285714285,0.22222222222222224
+the hands continue to manipulate and hold the edges of the red paper lantern together.,1,1,1.0,1.0,1.0
+the hands continue to manipulate and hold the plastic strip.,3,3,0.3333333333333333,0.3333333333333333,0.3333333333333333
+the hands continue to manipulate the scissors along the marked lines on the cardboard strip.,2,1,1.0,0.5,0.6666666666666666
+the hands continue to refine the placement and positioning of the paper strip relative to the paper cone structure.,6,9,0.4444444444444444,0.6666666666666666,0.5333333333333333
+"the hands hold the edges closed, maintaining the lantern's shape.",1,1,1.0,1.0,1.0
+the hands hold the paper strip steady for shaping.,2,2,0.5,0.5,0.5
+"the hands hold the top of the lantern, keeping the honeycomb structure compressed and aligned.",1,3,0.3333333333333333,1.0,0.5
+the hands keep the plastic strip positioned between them.,1,1,0.0,0.0,0.0
+the hands maintain their grasp on the plastic strip.,2,1,0.0,0.0,0.0
+the hands of the participants are continuously moving and placing buttons on the table surface.,1,1,1.0,1.0,1.0
+the left hand is picking up a fresh piece of cardboard from the organized piles on the table.,1,0,0.0,0.0,0.0
+the left hand places the bead on the desk while the right hand holds a pen to record the count on paper.,14,11,0.5454545454545454,0.42857142857142855,0.4799999999999999
+the left hand reaches for and picks up a star bead from the pile.,2,3,0.3333333333333333,0.5,0.4
+the left hand stabilizes the cardboard while the right hand grips and pulls the utility knife along the edge.,6,10,0.6,1.0,0.7499999999999999
+the left individual is holding a small yellow craft piece between their fingers while sorting. the right individual is gathering pieces from a pile.,1,1,1.0,1.0,1.0
+the marker is being lifted away from the surface of the marked cardboard piece.,1,0,0.0,0.0,0.0
+the marker is moved away from the finished piece.,11,1,0.0,0.0,0.0
+the paper strip is being held in a precise manner between the fingers.,3,5,0.2,0.3333333333333333,0.25
+the paper strip is held steady while the fingers make small movements.,8,5,0.4,0.25,0.3076923076923077
+the person begins sorting and moving the star-shaped items with their hand.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+the person continues holding and observing the paper strip.,3,0,0.0,0.0,0.0
+the person continues holding the paper strip securely.,1,0,0.0,0.0,0.0
+the person continues marking the cardboard piece.,27,21,0.3333333333333333,0.25925925925925924,0.2916666666666667
+the person continues sorting the craft items on the desk surface.,4,5,0.4,0.5,0.4444444444444445
+the person continues their focused manipulation of the paper strip.,1,0,0.0,0.0,0.0
+the person continues to hold and operate the smartphone screen with their right hand.,3,5,0.4,0.6666666666666666,0.5
+the person continues to hold the smartphone and interact with the display.,1,1,1.0,1.0,1.0
+the person continues to manipulate craft pieces above the table surface.,1,1,0.0,0.0,0.0
+the person continues to manipulate the arrangement of the craft pieces with their hands.,6,11,0.36363636363636365,0.6666666666666666,0.4705882352941177
+the person continues to manipulate the paper decoration with both hands.,22,22,0.36363636363636365,0.36363636363636365,0.36363636363636365
+"the person continues to manipulate the paper strip, slightly altering its orientation.",6,5,0.2,0.16666666666666666,0.1818181818181818
+the person has placed the can and is beginning to move their hand away from the shelf.,11,4,0.75,0.2727272727272727,0.39999999999999997
+the person holds a small paper decoration between their fingers while looking at the smartphone screen.,8,4,0.5,0.25,0.3333333333333333
+"the person holds the utility knife in their right hand and moves it along the surface of the cardboard to cut it, while the left hand holds the cardboard steady.",15,25,0.52,0.8666666666666667,0.65
+"the person holds the yellow paper strip between their thumb and index finger, making fine adjustments.",4,3,0.3333333333333333,0.25,0.28571428571428575
+the person is actively holding and manipulating a paper strip with both hands.,1,1,0.0,0.0,0.0
+the person is actively interacting with the door switch,9,2,1.0,0.2222222222222222,0.3636363636363636
+"the person is holding a can in both hands, examining it before placement.",15,14,0.7857142857142857,0.7333333333333333,0.7586206896551724
+the person is holding a can of vegetables and positioning it on the shelf.,14,16,0.625,0.7142857142857143,0.6666666666666666
+the person is holding a pen and marking data on the paper with the right hand.,8,10,0.5,0.625,0.5555555555555556
+the person is holding a smartphone in their left hand while standing near the desk.,8,0,0.0,0.0,0.0
+the person is holding and looking at the smartphone screen.,3,3,1.0,1.0,1.0
+the person is holding and sorting small craft pieces with their hands.,1,5,0.2,1.0,0.33333333333333337
+"the person is holding the paper piece, preparing to attach it to the partially constructed paper cone.",6,15,0.4,1.0,0.5714285714285715
+the person is holding the smartphone and tapping on the screen with their fingers.,6,5,0.6,0.5,0.5454545454545454
+the person is using the marker to write on the cardboard piece held in the left hand.,3,4,0.75,1.0,0.8571428571428571
+the person is using their fingers to adjust and sort the colored beads.,9,17,0.29411764705882354,0.5555555555555556,0.3846153846153846
+the person keeps the paper strip held between their fingers.,1,0,0.0,0.0,0.0
+the person keeps their hands resting on the shelf surface.,9,2,1.0,0.2222222222222222,0.3636363636363636
+the person maintains a steady grip on the paper strip.,3,3,0.3333333333333333,0.3333333333333333,0.3333333333333333
+the person maintains contact with the shelf surface while observing the environment.,3,0,0.0,0.0,0.0
+the person maintains contact with the shelf while looking at a colleague and inventory boxes nearby.,15,3,1.0,0.2,0.33333333333333337
+"the person maintains the hold on the paper strip, slightly repositioning it.",1,0,0.0,0.0,0.0
+the person moves their hand from the bag to the shelf.,5,3,0.6666666666666666,0.4,0.5
+the person moves their hand toward the craft items on the desk.,13,6,0.6666666666666666,0.3076923076923077,0.42105263157894735
+the person moves through the environment towards the workstations.,15,6,0.8333333333333334,0.3333333333333333,0.47619047619047616
+the person places the items onto the surface of the retail shelf.,7,2,0.5,0.14285714285714285,0.22222222222222224
+the person reaches out with their hand to touch and press the switch on the wall,1,0,0.0,0.0,0.0
+the person reaches the table area to join the bead crafting activity.,18,8,1.0,0.4444444444444444,0.6153846153846153
+"the person remains focused on the paper strip, keeping it positioned between their fingers.",1,0,0.0,0.0,0.0
+the person slightly shifts their finger position on the paper strip.,1,0,0.0,0.0,0.0
+the person uses their fingers to carefully separate or group the small craft pieces.,16,30,0.3,0.5625,0.3913043478260869
+the person's hand is holding a pen and actively writing data onto the paper.,4,4,0.75,0.75,0.75
+the person's hand is manipulating and moving the mixed star-shaped beads on the table surface.,7,12,0.3333333333333333,0.5714285714285714,0.4210526315789474
+the person's hand is moving towards the cardboard boxes to retrieve another item.,5,1,1.0,0.2,0.33333333333333337
+"the person's hand is near the smartphone, adjusting its position on the desk.",15,1,1.0,0.06666666666666667,0.125
+the person's hand reaches into the red bag to grasp items.,8,5,0.4,0.25,0.3076923076923077
+the person's hands are actively picking up and positioning small craft pieces on the surface.,7,17,0.29411764705882354,0.7142857142857143,0.4166666666666667
+the person's hands are manipulating the button pile to arrange them into lines on the table.,1,2,0.5,1.0,0.6666666666666666
+the person's hands are resting on the metal shelf surface.,1,1,1.0,1.0,1.0
+the person's hands are touching and sliding across the surface of the shelf.,7,6,0.16666666666666666,0.14285714285714285,0.15384615384615383
+the person's hands remain placed on the shelf while looking at the environment.,4,2,1.0,0.5,0.6666666666666666
+the person's right hand moves towards the cardboard box containing multiple cans.,12,7,0.5714285714285714,0.3333333333333333,0.4210526315789474
+the plastic strip is being precisely held by both hands.,1,0,0.0,0.0,0.0
+the right hand continues the cutting motion across the cardboard while the left hand stays positioned to hold the material steady.,3,6,0.3333333333333333,0.6666666666666666,0.4444444444444444
+the right hand continues to guide the utility knife along the cutting line on the cardboard.,31,41,0.5609756097560976,0.7419354838709677,0.638888888888889
+the right hand continues to guide the utility knife along the marked line on the cardboard.,5,9,0.4444444444444444,0.8,0.5714285714285714
+the right hand continues to guide the utility knife along the surface of the cardboard.,3,3,1.0,1.0,1.0
+the right hand continues to maneuver and press on puzzle pieces to align them with the existing assembly.,14,25,0.24,0.42857142857142855,0.30769230769230765
+"the right hand finishes the cut, moving the knife across the cardboard sheet.",3,2,0.5,0.3333333333333333,0.4
+the right hand holds a pen near the paper while the left hand adjusts a small cardboard square.,6,7,0.5714285714285714,0.6666666666666666,0.6153846153846153
+"the right hand holds and moves the utility knife, while the left hand presses down on the cardboard to stabilize it.",3,6,0.3333333333333333,0.6666666666666666,0.4444444444444444
+the right hand is actively guiding the utility knife to maintain the cut line on the cardboard.,11,16,0.625,0.9090909090909091,0.7407407407407406
+the right hand is actively moving and positioning a small jigsaw puzzle piece on the table near the main board.,14,22,0.2727272727272727,0.42857142857142855,0.33333333333333326
+the right hand is actively moving the utility knife through the cardboard along the marked path.,21,35,0.5142857142857142,0.8571428571428571,0.6428571428571428
+the right hand is actively writing on the paper while the left hand stabilizes or arranges the beads.,10,17,0.5294117647058824,0.9,0.6666666666666667
+the right hand is clutching a group of beads while the left hand rests on the table near the paper.,8,5,0.6,0.375,0.4615384615384615
+the right hand is counting by transferring beads from the hand to the paper surface.,2,4,0.25,0.5,0.3333333333333333
+the right hand is gripping the utility knife and pressing the blade against the cardboard surface.,3,4,0.5,0.6666666666666666,0.5714285714285715
+"the right hand is holding the utility knife, cutting into the cardboard while the left hand stabilizes the cardboard edge.",3,9,0.1111111111111111,0.3333333333333333,0.16666666666666666
+the right hand is manipulating the yellow beads on the table.,10,10,0.5,0.5,0.5
+"the right hand is moving beads into a cluster, while the left hand holds the marker to record the count.",11,21,0.47619047619047616,0.9090909090909091,0.6249999999999999
+the right hand is nudging a puzzle piece into a potential fit location on the incomplete puzzle board.,9,12,0.25,0.3333333333333333,0.28571428571428575
+"the right hand is picking up a star bead from the pile, while the left hand holds a marker near the paper.",2,3,0.0,0.0,0.0
+"the right hand is placed on the desk, idle near the smartphone.",19,2,1.0,0.10526315789473684,0.1904761904761905
+the right hand maintains pressure and direction with the knife to execute the cut.,3,2,0.5,0.3333333333333333,0.4
+the right hand moves the marker while the left hand releases the marked cardboard piece onto the table.,2,2,0.0,0.0,0.0
+the right hand remains engaged with the beads while holding the smartphone with the left hand.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+the scissors are actively engaged in cutting through the cardboard material.,4,1,1.0,0.25,0.4
+the scissors are positioned on the edge of the cardboard piece.,1,1,1.0,1.0,1.0
+the scissors blades are positioned around the cardboard strip to perform a cut.,2,2,1.0,1.0,1.0
+the scissors continue the cutting motion through the small cardboard segment.,1,0,0.0,0.0,0.0
+the smartphone is held steady on the kitchen counter surface while the user interacts with it.,4,2,1.0,0.5,0.6666666666666666
+the smartphone remains on the counter surface as the user continues to engage with it.,1,0,0.0,0.0,0.0
+the user adjusts the paper strip with their fingertips.,3,4,0.5,0.6666666666666666,0.5714285714285715
+the user adjusts the tension and orientation of the paper strip.,6,7,0.2857142857142857,0.3333333333333333,0.30769230769230765
+the user completes the cutting motion and separates the cardboard piece.,1,1,0.0,0.0,0.0
+the user continues scrolling through the content displayed on the smartphone.,1,1,1.0,1.0,1.0
+the user continues to adjust the fold of the plastic strip with fingers.,10,12,0.25,0.3,0.2727272727272727
+the user continues to adjust the position of the plastic strip with their fingertips.,1,1,0.0,0.0,0.0
+the user continues to arrange the buttons on the table.,1,0,0.0,0.0,0.0
+the user continues to fold or adjust the paper strip with their fingers.,4,6,0.3333333333333333,0.5,0.4
+the user continues to grip and articulate the plastic strip.,7,8,0.625,0.7142857142857143,0.6666666666666666
+the user continues to handle beads while holding a pen in the right hand.,1,1,1.0,1.0,1.0
+"the user continues to look at the smartphone screen, showing the current time.",5,0,0.0,0.0,0.0
+"the user continues to manipulate the craft pieces, picking them up and sorting them with their fingers.",6,4,0.5,0.3333333333333333,0.4
+the user continues to manipulate the paper strip between their fingers,20,28,0.2857142857142857,0.4,0.3333333333333333
+"the user continues to manipulate the paper strip, positioning it for the quilling process.",11,6,0.16666666666666666,0.09090909090909091,0.11764705882352942
+the user continues to organize or pick up individual beads with the left hand.,1,1,0.0,0.0,0.0
+the user continues to slide and reorient pieces on the table to identify a match.,3,5,0.4,0.6666666666666666,0.5
+the user continues to use the pen to document the bead on the paper.,9,4,1.0,0.4444444444444444,0.6153846153846153
+the user finishes the folding motion while holding the plastic strip.,3,1,1.0,0.3333333333333333,0.5
+the user guides the utility knife along the edge of a grid line on the cardboard.,4,8,0.375,0.75,0.5
+the user holds a plastic strip between their thumbs and index fingers while performing a folding motion.,1,3,0.3333333333333333,1.0,0.5
+the user holds and inspects individual craft pieces between their thumb and index finger.,2,3,0.3333333333333333,0.5,0.4
+the user holds the cardboard steady with the left hand while guiding the utility knife along the edge with the right hand.,11,13,0.7692307692307693,0.9090909090909091,0.8333333333333333
+the user holds the smartphone and interacts with the touch screen with their right thumb.,1,2,0.5,1.0,0.6666666666666666
+the user holds the smartphone to view the screen while the buttons are spread across the table surface.,18,1,0.0,0.0,0.0
+the user interacts with the screen using their thumbs,3,2,0.5,0.3333333333333333,0.4
+the user is actively arranging buttons into a line while holding a smartphone in their hand.,6,2,0.0,0.0,0.0
+the user is actively interacting with the paper strip on the tabletop.,2,5,0.2,0.5,0.28571428571428575
+the user is actively marking the paper with the pen to document the bead count.,3,5,0.6,1.0,0.7499999999999999
+the user is actively searching through the pile of puzzle pieces with their fingers to find a matching one.,2,5,0.4,1.0,0.5714285714285715
+the user is adjusting the position of a button already placed in the row.,1,0,0.0,0.0,0.0
+the user is aligning a button within the organized row on the table.,3,2,0.5,0.3333333333333333,0.4
+the user is holding a jigsaw puzzle piece with their right hand to position it on the board.,1,2,0.0,0.0,0.0
+the user is holding a pen and placing a bead on the paper to count them.,2,0,0.0,0.0,0.0
+the user is holding and adjusting the paper strip with both hands,8,7,0.42857142857142855,0.375,0.39999999999999997
+the user is holding and manipulating a small paper strip with both hands.,8,12,0.4166666666666667,0.625,0.5
+"the user is holding the adhesive strip with both hands, manipulating it between their fingertips.",7,10,0.3,0.42857142857142855,0.3529411764705882
+the user is holding the plastic strip steady to perform a detailed adjustment.,14,10,0.4,0.2857142857142857,0.3333333333333333
+the user is holding the purple paper strip with both hands while referencing the video on the smartphone.,7,11,0.45454545454545453,0.7142857142857143,0.5555555555555556
+the user is holding the smartphone with both hands,13,2,1.0,0.15384615384615385,0.2666666666666667
+the user is letting go of the scissors with their right hand.,1,0,0.0,0.0,0.0
+the user is manipulating the item with their right hand to position it on the shelf.,3,2,1.0,0.6666666666666666,0.8
+the user is moving beads with their hands to sort them.,1,0,0.0,0.0,0.0
+the user is pinching and folding the ends of the plastic strip with fingers.,2,4,0.25,0.5,0.3333333333333333
+the user is using both hands to actively bend and manipulate the plastic strip.,1,1,0.0,0.0,0.0
+the user is using both hands to adjust and interact with the puzzle pieces placed on the table.,7,10,0.6,0.8571428571428571,0.7058823529411764
+the user is using both hands to fold the purple plastic strip.,3,4,0.25,0.3333333333333333,0.28571428571428575
+the user is using both hands to handle and sort through a large pile of craft pieces on the table.,4,7,0.14285714285714285,0.25,0.18181818181818182
+the user keeps the plastic strip secured between their fingers to maintain the fold.,1,0,0.0,0.0,0.0
+the user maintains a hold on the plastic strip to create a sharp crease.,12,18,0.3888888888888889,0.5833333333333334,0.4666666666666666
+the user maintains contact with the craft pieces while performing fine motor movements to organize them.,1,4,0.25,1.0,0.4
+"the user maintains focus on the paper strip, making minute adjustments",11,5,0.0,0.0,0.0
+the user maintains tension on the paper strip to form a coil.,5,6,0.3333333333333333,0.4,0.3636363636363636
+the user maintains their grip on the paper strip as they follow the instructional content.,1,0,0.0,0.0,0.0
+the user maintains their grip on the smartphone while operating the screen interface.,1,1,1.0,1.0,1.0
+the user manipulates loose puzzle pieces near the bottom edge of the assembled puzzle area.,6,8,0.5,0.6666666666666666,0.5714285714285715
+the user manipulates the edge of the plastic strip with their right index finger.,1,1,0.0,0.0,0.0
+the user moves puzzle pieces to align them with the edge of the mat.,3,3,0.0,0.0,0.0
+the user moves their hand across the table to sort through the loose jigsaw pieces.,1,3,0.0,0.0,0.0
+the user picks up the pen with their right hand.,14,8,0.875,0.5,0.6363636363636364
+the user prepares to interact with another piece of cardboard.,19,0,0.0,0.0,0.0
+the user releases the cardboard piece on the table and gestures with their left hand.,15,4,0.5,0.13333333333333333,0.2105263157894737
+the user releases the item onto the shelf surface.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+the user scrolls further down on the smartphone interface.,1,0,0.0,0.0,0.0
+the user shifts a group of puzzle pieces to clear space on the mat.,5,6,0.5,0.6,0.5454545454545454
+the user shifts pieces around to inspect shapes and patterns for the incomplete section of the puzzle.,3,3,1.0,1.0,1.0
+the user's finger is pushing and positioning a specific button into a linear arrangement on the table.,5,12,0.25,0.6,0.35294117647058826
+"the user's fingers are manipulating a button, placing it into the existing row.",4,7,0.42857142857142855,0.75,0.5454545454545454
+the user's fingers are manipulating and aligning star beads on the paper.,3,7,0.42857142857142855,1.0,0.6
+the user's hand adjusts the placement of buttons on the table.,4,1,1.0,0.25,0.4
+the user's hand continues to manipulate and place buttons in sequence.,4,4,0.25,0.25,0.25
+the user's hand continues to manipulate and shift the loose puzzle pieces to scan for a potential fit.,4,6,0.5,0.75,0.6
+the user's hand is actively arranging buttons in a line.,11,20,0.4,0.7272727272727273,0.5161290322580645
+the user's hand is actively reaching towards the central pile of buttons to retrieve one.,8,14,0.35714285714285715,0.625,0.45454545454545453
+the user's hand is moving a button to align it with an existing row of buttons on the table.,16,20,0.55,0.6875,0.6111111111111112
+the user's hand is moving and positioning buttons on the table.,4,2,0.5,0.25,0.3333333333333333
+the user's hand is moving and sorting through the loose puzzle pieces near the edge of the assembled board.,4,11,0.2727272727272727,0.75,0.39999999999999997
+the user's hand is moving to pick up another button from the pile.,2,0,0.0,0.0,0.0
+the user's hand is placing another button into the organized line.,1,2,0.0,0.0,0.0
+the user's hands are sorting and sliding puzzle pieces across the mat.,2,7,0.14285714285714285,0.5,0.22222222222222224
+the user's hands continue to scan and move puzzle pieces across the table surface.,8,6,0.5,0.375,0.42857142857142855
+"the user's hands move across the surface, touching and sliding multiple puzzle pieces to sort them.",3,5,0.6,1.0,0.7499999999999999
+the user's left hand is actively sorting/moving beads on the table surface.,1,2,0.5,1.0,0.6666666666666666
+the user's left hand is manipulating a small bead from the sorted pile.,1,2,0.5,1.0,0.6666666666666666
+the utility knife blade is pressed against the cardboard surface.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+the utility knife blade remains embedded in the cardboard as the hand moves it forward.,9,5,0.8,0.4444444444444444,0.5714285714285714
+the utility knife continues the cutting action through the cardboard.,6,9,0.5555555555555556,0.8333333333333334,0.6666666666666667
+the utility knife continues to cut through the cardboard along the designated path.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+the utility knife is actively engaged in the cutting process on the cardboard surface.,10,9,0.8888888888888888,0.8,0.8421052631578948
+"the utility knife remains in contact with the cardboard, maintaining the incision along the designated path.",2,2,0.5,0.5,0.5
+the view briefly tilts toward the floor/counter interface during movement.,1,0,0.0,0.0,0.0
+the view is steady facing the kitchen counter and sink area.,8,1,1.0,0.125,0.2222222222222222
+the view returns to the sink area as the user stabilizes their position.,2,0,0.0,0.0,0.0
+the view shifts rapidly to look towards the kettle on the counter.,5,0,0.0,0.0,0.0
+the worker is positioned near the shelving area where the colleague is actively stocking.,16,2,1.0,0.125,0.2222222222222222
+the worker observes a colleague crouching and interacting with cardboard boxes.,16,1,1.0,0.0625,0.11764705882352941
+thumb interacting with smartphone screen,11,14,0.7142857142857143,0.9090909090909091,0.8
+two hands are holding and twisting a yellow paper strip.,1,3,0.0,0.0,0.0
+user adjusts the fold or curve of the yellow paper strip.,2,1,0.0,0.0,0.0
+user begins to place the smartphone on the table surface.,8,3,0.6666666666666666,0.25,0.36363636363636365
+user carefully maneuvers the yellow paper strip over the bead arrangement.,6,9,0.4444444444444444,0.6666666666666666,0.5333333333333333
+user continues to adjust the position of buttons to maintain the line formation.,1,0,0.0,0.0,0.0
+user continues to hold the expanded circular shape of the paper lantern,4,3,0.6666666666666666,0.5,0.5714285714285715
+user continues to hold the lantern edges closed between their thumbs and index fingers.,10,6,0.8333333333333334,0.5,0.625
+user continues to interact with the screen interface using their thumb.,2,2,1.0,1.0,1.0
+user continues to manipulate the plastic strip between their fingers.,15,14,0.35714285714285715,0.3333333333333333,0.3448275862068965
+user continues to manipulate the small paper strip between their thumb and index fingers.,2,5,0.4,1.0,0.5714285714285715
+user continues to mark the cardboard piece held against the ruler.,13,22,0.36363636363636365,0.6153846153846154,0.4571428571428572
+user continues to operate the scissors through the cardboard material.,1,2,0.5,1.0,0.6666666666666666
+user continues to operate the smartphone screen with thumbs.,2,2,0.5,0.5,0.5
+user continues to pinch and manipulate the adhesive strip.,15,21,0.42857142857142855,0.6,0.5
+user continues to shape the yellow paper strip between fingers.,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+user continues to trace and adjust the button line with their finger.,2,1,1.0,0.5,0.6666666666666666
+user fingers scroll on the smartphone screen,4,2,1.0,0.5,0.6666666666666666
+user hands are gripping the edges of the folded red paper lantern,8,14,0.5,0.875,0.6363636363636364
+user holding and interacting with smartphone screen with thumbs,23,30,0.7666666666666667,1.0,0.8679245283018869
+user holding and unfolding the red pleated paper lantern,11,26,0.38461538461538464,0.9090909090909091,0.5405405405405405
+user holding the fully expanded fan-shaped red paper lantern,13,17,0.7058823529411765,0.9230769230769231,0.8000000000000002
+user holds a piece of cardboard with one hand and uses scissors with the other to cut it.,1,1,0.0,0.0,0.0
+user holds a small adhesive strip between their thumb and index finger.,4,4,0.75,0.75,0.75
+user holds and rotates the material,15,6,0.5,0.2,0.28571428571428575
+user holds the new component in their hand.,4,2,0.0,0.0,0.0
+user holds the yellow paper strip and positions it near the pile of colored beads.,10,15,0.5333333333333333,0.8,0.64
+user is actively holding and arranging the blue paper fan structure,1,2,0.0,0.0,0.0
+user is actively manipulating a button with their fingertip to align it with the existing row.,3,5,0.6,1.0,0.7499999999999999
+user is actively sorting and placing a button into the established row.,2,4,0.5,1.0,0.6666666666666666
+user is arranging and counting small star-shaped beads on the table surface,9,10,0.5,0.5555555555555556,0.5263157894736842
+user is holding and manipulating a paper strip with both hands.,2,4,0.25,0.5,0.3333333333333333
+user is holding and manipulating a yellow paper strip.,8,16,0.375,0.75,0.5
+user is holding the expanded lantern and preparing to assemble it,3,3,0.6666666666666666,0.6666666666666666,0.6666666666666666
+user is holding the phone with both hands and tapping on the screen.,2,2,0.5,0.5,0.5
+user is holding the smartphone in both hands.,1,1,0.0,0.0,0.0
+user is holding the smartphone while looking at the screen.,6,0,0.0,0.0,0.0
+user is holding the smartphone with both hands to browse content.,1,1,1.0,1.0,1.0
+user is holding the smartphone with one hand while the other hand is near the beads.,11,6,0.6666666666666666,0.36363636363636365,0.4705882352941177
+user is holding the string of the paper lantern with both hands.,8,13,0.46153846153846156,0.75,0.5714285714285714
+"user is manipulating a blue paper strip, likely preparing to fold or stack it",4,4,0.25,0.25,0.25
+user is manipulating the paper lantern edges to expand its structure,14,20,0.65,0.9285714285714286,0.7647058823529412
+user is navigating the screen by scrolling with their thumb.,2,1,1.0,0.5,0.6666666666666666
+user is peeling back the plastic wrap from the paper lantern part,11,10,0.5,0.45454545454545453,0.47619047619047616
+user is pulling the sides of the paper lantern to open it,9,10,0.7,0.7777777777777778,0.7368421052631577
+user is scrolling or tapping on the smartphone screen.,2,1,1.0,0.5,0.6666666666666666
+user is scrolling through media or list items on the phone.,1,1,1.0,1.0,1.0
+user is shaping the yellow paper strip into a loop.,1,2,0.5,1.0,0.6666666666666666
+user is tapping the smartphone screen.,2,1,1.0,0.5,0.6666666666666666
+user is writing the count of sorted beads onto the paper using a pen,6,2,0.5,0.16666666666666666,0.25
+user keeps browsing the phone screen content.,2,1,1.0,0.5,0.6666666666666666
+user keeps pressure on the lantern edges to keep it closed.,4,2,1.0,0.5,0.6666666666666666
+"user maintains contact with the line of buttons, finalizing the arrangement.",6,4,1.0,0.6666666666666666,0.8
+"user maintains grip on the paper strip, adjusting it for the crafting process.",3,2,0.5,0.3333333333333333,0.4
+user moves past the doorway into the training room.,11,2,1.0,0.18181818181818182,0.3076923076923077
+user observes the group of participants seated at tables.,20,3,1.0,0.15,0.2608695652173913
+user picks up a piece of blue material,10,10,0.3,0.3,0.3
+user places the material onto the bead structure,13,6,0.6666666666666666,0.3076923076923077,0.42105263157894735
+user pulling the edges of the paper lantern to expand it,5,8,0.5,0.8,0.6153846153846154
+user reaches into the box to grab a new component.,13,6,0.16666666666666666,0.07692307692307693,0.10526315789473684
+user releases the string of the lantern.,13,2,0.0,0.0,0.0
+user rotates the adhesive strip between fingers to adjust its position.,5,4,0.25,0.2,0.22222222222222224
+user shifts a button slightly to ensure it is aligned with the others.,4,1,0.0,0.0,0.0
+user stabilizes cardboard with left hand while applying the marker with the right hand.,5,6,0.3333333333333333,0.4,0.3636363636363636
+user touches the smartphone screen with their finger.,6,4,0.5,0.3333333333333333,0.4
+user uses fingers to pinch and fold the end of the yellow paper strip.,2,5,0.4,1.0,0.5714285714285715
+user's finger adjusts the position of a button at the end of the line.,3,1,0.0,0.0,0.0
+user's finger continues to trace and nudge the red button arrangement.,6,4,0.5,0.3333333333333333,0.4
+user's finger is moving and positioning buttons into a linear arrangement on the table surface.,4,6,0.16666666666666666,0.25,0.2
+user's finger is tracking the line of red buttons.,5,5,0.2,0.2,0.20000000000000004
+user's fingers are manipulating and placing buttons in a straight line on the table surface.,2,8,0.25,1.0,0.4
+user's fingers are manipulating and sliding red buttons into a row.,4,10,0.3,0.75,0.4285714285714285
+user's fingers are pinching the edges of the accordion-style paper lantern to bring them together.,7,18,0.3333333333333333,0.8571428571428571,0.48
+user's hand continues to manipulate and align buttons on the table.,1,0,0.0,0.0,0.0
+user's hand continues to manipulate button positions.,7,3,0.6666666666666666,0.2857142857142857,0.4
+user's hand is adjusting and placing buttons on the table surface to organize them into a line.,2,1,1.0,0.5,0.6666666666666666
+user's hand is adjusting position of paper strips on the table,3,2,0.5,0.3333333333333333,0.4
+user's hand is seen resting near the arranged buttons.,5,0,0.0,0.0,0.0
+user's hand moves buttons on the table surface.,4,3,0.3333333333333333,0.25,0.28571428571428575
+user's hand repositions buttons on the table.,6,3,0.6666666666666666,0.3333333333333333,0.4444444444444444
+user's hand rests near the button arrangement after adjustment.,3,0,0.0,0.0,0.0
+user's hands are curling the yellow paper strip.,7,9,0.5555555555555556,0.7142857142857143,0.6250000000000001
+user's hands are holding the smartphone and navigating its interface,3,4,0.25,0.3333333333333333,0.28571428571428575
+user's thumbs are actively manipulating the smartphone screen to scroll content,5,2,1.0,0.4,0.5714285714285715
+user's thumbs are resting on the smartphone screen,1,1,1.0,1.0,1.0
+user's thumbs are scrolling on the smartphone screen,6,2,1.0,0.3333333333333333,0.5
+user's thumbs continue to interact with the touchscreen interface,19,12,0.3333333333333333,0.21052631578947367,0.2580645161290323
+utility knife cutting into the cardboard surface,2,2,0.5,0.5,0.5
+walking towards colleagues who are kneeling and stocking lower shelves.,14,0,0.0,0.0,0.0