Datasets:
item_id stringclasses 10
values | image stringclasses 10
values | panel_layout stringclasses 2
values | difference_id stringclasses 10
values | kind stringclasses 4
values | subject stringlengths 3 37 | attribute stringlengths 0 19 | from stringlengths 0 35 | to stringlengths 0 36 | count int64 2 4 ⌀ | description stringlengths 38 124 | confidence stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d01 | count_change | sun | sun_rays | fewer rays | more rays | null | The right panel has additional rays around the sun. | high |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d02 | attribute_change | upper_left_cloud | shape | larger cloud shape | smaller cloud shape | null | The cloud above the playground roof on the left changes shape. | high |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d03 | object_removed | playground_flag | null | The flag on top of the playground tower is missing in the right panel. | high | |||
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d04 | object_added | small_cloud | null | A small cloud appears to the lower right of the large upper-right cloud. | high | |||
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d05 | object_added | tree_flower | 4 | Four flowers appear in the tree canopy in the right panel. | high | |||
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d06 | attribute_change | climbing_wall_handhold | shape | horizontal oval | vertical oval | null | One handhold on the climbing wall changes orientation/shape. | medium |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d07 | attribute_change | playground_front_panel | opening_shape | circular opening | arched doorway | null | The circular opening below the playground is replaced by an arched doorway. | high |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d08 | attribute_change | spring_horse | tail_shape | short single curl | longer wavy tail | null | The spring horse's tail changes shape. | high |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d09 | attribute_change | center_flower | flower_type | daisy | tulip | null | The middle flower at the bottom changes from a daisy to a tulip. | high |
scene_0001_playground | data/images/scene_0001_playground.jpg | side_by_side | d10 | attribute_change | boy_shirt | shirt_design | star | horizontal stripes | null | The boy's shirt changes from a star design to horizontal stripes. | high |
scene_0002_city_dog | data/images/scene_0002_city_dog.jpg | side_by_side | d01 | attribute_change | skyline_building | height | shorter rectangular building | taller rectangular building | null | One blue rectangular building in the skyline is taller in the right panel. | medium |
scene_0002_city_dog | data/images/scene_0002_city_dog.jpg | side_by_side | d02 | object_removed | skyline_building | null | A small building in the skyline is present in the left panel but absent in the right panel, where trees are visible instead. | high | |||
scene_0002_city_dog | data/images/scene_0002_city_dog.jpg | side_by_side | d03 | attribute_change | boardwalk_detail | appearance | dark marked plank/detail | different light/dark plank detail | null | A small marked detail on the boardwalk changes between panels. | high |
scene_0002_city_dog | data/images/scene_0002_city_dog.jpg | side_by_side | d04 | attribute_change | lower_railing_detail | appearance | one dark rectangular detail | different dark/light detail | null | A small dark detail on the lower railing changes between panels. | high |
scene_0002_city_dog | data/images/scene_0002_city_dog.jpg | side_by_side | d05 | attribute_change | dog_toy | color | yellow and blue | red | null | The toy beside the dog changes color from yellow/blue to red. | high |
scene_0003_cactus_landscape | data/images/scene_0003_cactus_landscape.jpg | side_by_side | d01 | object_added | small_cloud | null | A small cloud appears in the upper-left area of the sky in the right panel. | high | |||
scene_0003_cactus_landscape | data/images/scene_0003_cactus_landscape.jpg | side_by_side | d02 | object_added | birds | 2 | Two birds appear in the upper-right sky in the right panel. | high | |||
scene_0003_cactus_landscape | data/images/scene_0003_cactus_landscape.jpg | side_by_side | d03 | object_removed | small_cactus | null | The small cactus in the lower-left foreground is missing in the right panel. | high | |||
scene_0003_cactus_landscape | data/images/scene_0003_cactus_landscape.jpg | side_by_side | d04 | attribute_change | middle_cactus | side_arm | single side arm | additional upright side arm | null | The side growth on the middle cactus changes shape. | medium |
scene_0003_cactus_landscape | data/images/scene_0003_cactus_landscape.jpg | side_by_side | d05 | attribute_change | small_background_cactus | appearance | yellow-green cactus | dark blue-green cactus | null | A small cactus in the background changes its appearance/color. | high |
scene_0004_fishing_net | data/images/scene_0004_fishing_net.jpg | side_by_side | d01 | object_removed | small_stem | null | A small upright stem below the upper-left leaf is missing in the right panel. | high | |||
scene_0004_fishing_net | data/images/scene_0004_fishing_net.jpg | side_by_side | d02 | attribute_change | curled_dried_leaf | shape | curled leaf with loop on the left | curled leaf with loop on the right | null | The dried leaf below the net changes its curl/orientation. | high |
scene_0004_fishing_net | data/images/scene_0004_fishing_net.jpg | side_by_side | d03 | object_added | small_stemmed_seed | null | A small stemmed seed/flower appears in the lower-right area in the right panel. | high | |||
scene_0004_fishing_net | data/images/scene_0004_fishing_net.jpg | side_by_side | d04 | attribute_change | left_dried_leaf | color | orange-red | yellow | null | The dried leaf on the lower-left side changes from orange-red to yellow. | high |
scene_0004_fishing_net | data/images/scene_0004_fishing_net.jpg | side_by_side | d05 | object_added | upper_right_seed | null | A small seed/flower appears near the upper-right edge in the right panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d01 | attribute_change | upper_left_satellite_sphere | yellow_window_panel | present | absent | null | A yellow window panel on the upper-left sphere is missing in the bottom panel. | high |
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d02 | object_removed | upper_brick | null | A large red brick near the top of the brick wall is missing in the bottom panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d03 | object_removed | balcony_adult_arm | null | The adult's left arm/hand extending from behind the curtain is missing in the bottom panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d04 | attribute_change | middle_brick | segmentation | split into two sections | single solid brick | null | A red brick in the middle of the wall changes from two sections to one solid brick. | high |
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d05 | object_removed | storefront_red_panel | null | A red rectangular panel in the right-side storefront is missing in the bottom panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d06 | object_removed | lower_left_sphere_window_panel | null | One yellow window panel on the lower-left sphere is missing in the bottom panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d07 | attribute_change | central_left_support_assembly | line_detail | extra diagonal/marked line | line absent or changed | null | A small line detail on the support assembly at the central-left circled location changes. | medium |
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d08 | object_removed | diagonal_support_bar | null | A diagonal support bar below the central-right connector is missing in the bottom panel. | high | |||
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d09 | attribute_change | green_jacket_person_hand | occlusion | visible in front of the building | behind the building | null | The person's hand moves behind the building in the bottom panel. | high |
scene_0005_brussels_illustration | data/images/scene_0005_brussels_illustration.jpg | top_bottom | d10 | attribute_change | red_shirt_child_shoe | occlusion | visible in front of the orange slab | behind the orange slab | null | The person's shoe moves behind the orange slab in the bottom panel. | high |
scene_0006_garden | data/images/scene_0006_garden.png | side_by_side | d01 | attribute_change | upper_flower_cluster | appearance | orange flowers | green foliage without orange flowers | null | The orange flowers in the upper planter are absent/replaced by green foliage in the right panel. | high |
scene_0006_garden | data/images/scene_0006_garden.png | side_by_side | d02 | object_added | broad_leaf_in_upper_planter | null | A broad leaf is absent from the upper planter in the left panel and appears in the right panel. | high | |||
scene_0006_garden | data/images/scene_0006_garden.png | side_by_side | d03 | attribute_change | lower_table_leg | color | red | green | null | The lower table leg changes from red to green. | high |
scene_0006_garden | data/images/scene_0006_garden.png | side_by_side | d04 | object_removed | middle_potted_plant_leaf | null | A green leaf on the middle potted plant is present in the left panel but missing in the right panel. | high | |||
scene_0006_garden | data/images/scene_0006_garden.png | side_by_side | d05 | attribute_change | garden_tool_handle | ring_count | fewer rings/ridges | more rings/ridges | null | The wooden garden tool handle at the bottom right has more rings or ridges in the right panel. | high |
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d01 | attribute_change | lower_left_wine_glass | drink_color | red | yellow | null | The drink in the lower-left glass changes from red to yellow. | high |
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d02 | object_added | grape_above_board | null | A single grape appears above the cutting board in the right panel. | high | |||
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d03 | object_removed | cutting_board_handle_hole | null | The hole in the cutting-board handle is missing in the right panel. | high | |||
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d04 | attribute_change | cheese_knife_handle | color | light brown | dark brown | null | The cheese knife handle changes from light brown to dark brown. | high |
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d05 | object_removed | loose_almond | null | A loose almond to the right of the cutting board is missing in the right panel. | high | |||
scene_0007_charcuterie | data/images/scene_0007_charcuterie.png | side_by_side | d06 | attribute_change | corkscrew | coil_length | shorter coil | longer coil | null | The corkscrew coil at the top changes length and shape. | high |
scene_0008_craft_objects | data/images/scene_0008_craft_objects.png | side_by_side | d01 | attribute_change | upper_blue_object | color | blue | green | null | The upper blue object changes to green in the right panel. | high |
scene_0008_craft_objects | data/images/scene_0008_craft_objects.png | side_by_side | d02 | object_removed | thin_blue_stick | null | A thin blue stick near the lower-left area is missing in the right panel. | high | |||
scene_0008_craft_objects | data/images/scene_0008_craft_objects.png | side_by_side | d03 | object_removed | small_pink_square | null | A small pink square near the upper-right purple objects is missing in the right panel. | high | |||
scene_0008_craft_objects | data/images/scene_0008_craft_objects.png | side_by_side | d04 | attribute_change | crescent_shaped_object | orientation | original orientation | horizontally mirrored orientation | null | The crescent-shaped object is mirrored horizontally in the right panel. | high |
scene_0008_craft_objects | data/images/scene_0008_craft_objects.png | side_by_side | d05 | object_removed | small_yellow_circle | null | One of the two small yellow circles is missing in the right panel. | high | |||
scene_0009_donuts | data/images/scene_0009_donuts.png | side_by_side | d01 | object_removed | central_pink_donut_sprinkles | null | Several sprinkles on the central pink donut are missing in the right panel. | high | |||
scene_0009_donuts | data/images/scene_0009_donuts.png | side_by_side | d02 | attribute_change | lower_right_chocolate_donut_sprinkles | color | green sprinkles | blue sprinkles | null | Several sprinkles on the lower-right chocolate donut change from green to blue. | high |
scene_0009_donuts | data/images/scene_0009_donuts.png | side_by_side | d03 | object_added | top_right_red_sprinkle | null | A red sprinkle appears near the top-right area in the right panel; it is absent in the left panel. | high | |||
scene_0009_donuts | data/images/scene_0009_donuts.png | side_by_side | d04 | object_removed | top_left_yellow_sprinkle | null | A yellow sprinkle near the upper-left area is missing in the right panel. | high | |||
scene_0009_donuts | data/images/scene_0009_donuts.png | side_by_side | d05 | object_removed | wooden_spoon_text | null | The printed text on the wooden spoon is missing in the right panel. | high | |||
scene_0010_beach | data/images/scene_0010_beach.png | side_by_side | d01 | attribute_change | large_striped_beach_umbrella | stripe_color | blue and white | brown and white | null | The large striped beach umbrella changes from blue-and-white to brown-and-white stripes. | high |
scene_0010_beach | data/images/scene_0010_beach.png | side_by_side | d02 | attribute_change | beach_lounge_chair | color | orange | yellow | null | A beach lounge chair changes from orange to yellow. | high |
scene_0010_beach | data/images/scene_0010_beach.png | side_by_side | d03 | object_added | distant_island | null | A distant island appears on the far-right horizon in the right panel. | high | |||
scene_0010_beach | data/images/scene_0010_beach.png | side_by_side | d04 | object_removed | closed_beach_umbrella | null | A closed beach umbrella near the center is missing in the right panel. | high | |||
scene_0010_beach | data/images/scene_0010_beach.png | side_by_side | d05 | object_removed | small_swimmer_in_water | null | A small swimmer or floating dark object in the water is missing in the right panel. | medium |
SpotDiff v1 Development Dataset
SpotDiff is a visual spot-the-difference benchmark. Each item is one composite image containing two nearly identical panels. A model receives the complete image and identifies every visible difference using structured JSON.
This is the public development release. It contains 10 reviewed images and 61 gold differences. The annotations are intentionally public so that anyone can reproduce the evaluator locally and inspect the benchmark design.
Layout
data/images/: composite images with both panelsdata/annotations/: approved golden structured differencesdata/manifest.json: item IDs, image paths, and annotation pathsdata/dataset_version.json: release metadatadata/viewer/spotdiff_v1_dev.jsonl: one uniform viewer row per difference
Evaluation
Install the evaluator from GitHub, or run it from a checkout:
pip install -e .
spotdiff evaluate \
--manifest data/manifest.json \
--predictions predictions/your-model.json
The official development score is deterministic:
0.60 * recall + 0.25 * precision + 0.15 * attribute_accuracy
Because this is a development benchmark, the answers are public and results are suitable for reproducibility and community-reported comparisons. They are not a hidden-test leaderboard result.
Image rights
Before publishing this dataset, the dataset maintainer must confirm that the
source images may be redistributed. The other license marker is deliberate
until the image provenance and license are documented.
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