lapchann commited on
Commit
b39c1fa
·
1 Parent(s): a5dd243

remove non-inference fields

Browse files
CHANGELOG.md CHANGED
@@ -31,6 +31,26 @@ All notable changes to **`nvidia/PhysicalAI-VANTAGE-Bench`** on Hugging Face.
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  globs in the top-level README already match the new filenames.
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  `data/README.md` updated to reference the new event-verification
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  filename.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
34
 
35
  ## 2026-05-19
36
 
 
31
  globs in the top-level README already match the new filenames.
32
  `data/README.md` updated to reference the new event-verification
33
  filename.
34
+ - **`data/vqa/data_jsons/annotations/*.json` reduced to inference-oriented fields.**
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+ Each entry now carries exactly `{q_uid, question, options}`. The
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+ metadata fields `industry`, `event_type`, `start_time`, `end_time`,
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+ `video_duration`, `task_type`, and `dimension` were removed across all
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+ five files. Entry count (1,195) and values of the retained fields are
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+ unchanged. Smoke-tested against VLMEvalKit's `VANTAGE_VQA` inference
40
+ preparation: TSV regeneration, prompt building, and video resolution
41
+ all pass.
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+ - **`data/temporal_localization/data_jsons/annotations/*.json` reduced
43
+ to inference-oriented fields.** Each entry now carries exactly
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+ `{vid, question_id, question}` (key order preserved). The metadata
45
+ fields `industry`, `event_type`, `task_type`, and `duration` were
46
+ removed across all three files. Entry count (1,067) and values of the
47
+ retained fields are unchanged; the 1,067 `question_id`s remain
48
+ globally unique. Smoke-tested against VLMEvalKit's `VANTAGE_Temporal`
49
+ inference preparation: TSV regeneration, prompt building, and video
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+ resolution all pass.
51
+ - Event Verification annotations were left unchanged in this pass; the
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+ current `data/event_verification/data_jsons/annotations/*.json`
53
+ schema is treated as already inference-appropriate.
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55
  ## 2026-05-19
56
 
data/README.md CHANGED
@@ -43,10 +43,27 @@ Tasks without a per-entry `question` field carry a top-level
43
  > Describe the notable events in the provided video. Provide the result in json format with `mm:ss.ff` format for time depiction for each event. Use keywords `start`, `end` and `caption` in the json output.
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  ### `vqa/` — Video Question Answering
46
- Per-entry questions in `vqa/data_jsons/annotations/*.json`. Each entry has `{q_uid, question, options, …}`; answer keys (`gt`, `gt_option`, `*_update_*`, etc.) are removed.
 
 
 
 
 
 
 
 
 
47
 
48
  ### `temporal_localization/` — Temporal Grounding
49
- Per-entry questions in `temporal_localization/data_jsons/annotations/*.json`. Each entry has `{vid, question_id, question, duration, …}`; the `answer` timestamps are removed.
 
 
 
 
 
 
 
 
50
 
51
  ### `event_verification/` — Binary Event Verification
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  Per-entry questions in `event_verification/data_jsons/annotations/*.json`
 
43
  > Describe the notable events in the provided video. Provide the result in json format with `mm:ss.ff` format for time depiction for each event. Use keywords `start`, `end` and `caption` in the json output.
44
 
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  ### `vqa/` — Video Question Answering
46
+ Per-entry questions in `vqa/data_jsons/annotations/*.json`. Each entry
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+ carries exactly three fields, scoped to model inference:
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+ - `q_uid` — video/sample identifier; resolves against `vqa/videos/`
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+ - `question` — natural-language question text
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+ - `options` — list of MCQ answer choices used to build the prompt
51
+
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+ Ground-truth (`gt_option`, `answer`) and per-question metadata
53
+ (`industry`, `event_type`, `task_type`, `dimension`, `start_time`,
54
+ `end_time`, `video_duration`) are not included in the public
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+ annotations.
56
 
57
  ### `temporal_localization/` — Temporal Grounding
58
+ Per-entry questions in `temporal_localization/data_jsons/annotations/*.json`.
59
+ Each entry carries exactly three fields, scoped to model inference:
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+ - `vid` — video identifier; resolves against `temporal_localization/`
61
+ - `question_id` — stable annotation identifier (reproducibility key)
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+ - `question` — temporal-localization query
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+
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+ Ground-truth timestamps and per-question metadata (`industry`,
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+ `event_type`, `task_type`, `duration`) are not included in the public
66
+ annotations.
67
 
68
  ### `event_verification/` — Binary Event Verification
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  Per-entry questions in `event_verification/data_jsons/annotations/*.json`
data/temporal_localization/data_jsons/annotations/nv_lita_benchmark.json CHANGED
@@ -2,406 +2,226 @@
2
  {
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  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
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  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_0",
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- "industry": "",
6
- "event_type": "",
7
- "task_type": "",
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- "question": "At what time in the video does \"A man drives a forklift behind three workers\" take place? Convey your answer using start and end timestamps exclusively.",
9
- "duration": 60.026633
10
  },
11
  {
12
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
13
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_1",
14
- "industry": "",
15
- "event_type": "",
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- "task_type": "",
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- "question": "At what time in the video does \"Three factory workers in green vests wearing yellow hats talk\" take place? Convey your answer using start and end timestamps exclusively.",
18
- "duration": 60.026633
19
  },
20
  {
21
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
22
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_2",
23
- "industry": "",
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- "event_type": "",
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- "task_type": "",
26
- "question": "When does \"The three workers move out of the way of the forklift\" happen in the video? Convey your answer using start and end timestamps exclusively.",
27
- "duration": 60.026633
28
  },
29
  {
30
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
31
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_3",
32
- "industry": "",
33
- "event_type": "",
34
- "task_type": "",
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- "question": "When does \"The forklift moves forward and rotates 90 degrees in front of a shelf of boxes\" happen in the video? Convey your answer using start and end timestamps exclusively.",
36
- "duration": 60.026633
37
  },
38
  {
39
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
40
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_4",
41
- "industry": "",
42
- "event_type": "",
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- "task_type": "",
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- "question": "At what time in the video does \"The forklift lifts its arm and inserts it into a shelf of boxes\" take place? Convey your answer using start and end timestamps exclusively.",
45
- "duration": 60.026633
46
  },
47
  {
48
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
49
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_0",
50
- "industry": "",
51
- "event_type": "",
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- "task_type": "",
53
- "question": "When is \"A forklift's bars go underneath boxes on a shelf\" depicted in the video? Provide a response using only start and end timestamps.",
54
- "duration": 60.026633
55
  },
56
  {
57
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
58
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_1",
59
- "industry": "",
60
- "event_type": "",
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- "task_type": "",
62
- "question": "When is \"The forklift slowly takes the boxes off of the shelf\" depicted in the video? Answer the question only using start and end timestamps.",
63
- "duration": 60.026633
64
  },
65
  {
66
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
67
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_2",
68
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When does \"The forklift drives into the distance\" happen in the video? Convey your answer using start and end timestamps exclusively.",
72
- "duration": 60.026633
73
  },
74
  {
75
  "vid": "concat_wh_52_0",
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  "question_id": "concat_wh_52_0.mp4_0",
77
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When is \"A box falls\" depicted in the video? Answer the question only using start and end timestamps.",
81
- "duration": 60.0
82
  },
83
  {
84
  "vid": "concat_wh_52_0",
85
  "question_id": "concat_wh_52_0.mp4_1",
86
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The forklift waits for the robot in its way\" happen? Provide a response using only start and end timestamps.",
90
- "duration": 60.0
91
  },
92
  {
93
  "vid": "concat_wh_52_0",
94
  "question_id": "concat_wh_52_0.mp4_2",
95
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A worker walks to the box\" happen? Answer the question only using start and end timestamps.",
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- "duration": 60.0
100
  },
101
  {
102
  "vid": "concat_wh_52_0",
103
  "question_id": "concat_wh_52_0.mp4_3",
104
- "industry": "",
105
- "event_type": "",
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- "task_type": "",
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- "question": "When does \"A lady picks up the box\" happen in the video? Answer the question only using start and end timestamps.",
108
- "duration": 60.0
109
  },
110
  {
111
  "vid": "concat_wh_52_0",
112
  "question_id": "concat_wh_52_0.mp4_4",
113
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The worker walks back\" happen? Answer the question only using start and end timestamps.",
117
- "duration": 60.0
118
  },
119
  {
120
  "vid": "concat_wh_52_0",
121
  "question_id": "concat_wh_52_0.mp4_5",
122
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The box falls again\" happen? Convey your answer using start and end timestamps exclusively.",
126
- "duration": 60.0
127
  },
128
  {
129
  "vid": "concat_wh_52_0",
130
  "question_id": "concat_wh_52_0.mp4_6",
131
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The lady picks up the box again\" happen? Answer the question only using start and end timestamps.",
135
- "duration": 60.0
136
  },
137
  {
138
  "vid": "concat_wh_52_0",
139
  "question_id": "concat_wh_52_0.mp4_7",
140
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what time in the video does \"The forklift moves forward\" take place? Provide a response using only start and end timestamps.",
144
- "duration": 60.0
145
  },
146
  {
147
  "vid": "concat_wh_52_0",
148
  "question_id": "concat_wh_52_0.mp4_8",
149
- "industry": "",
150
- "event_type": "",
151
- "task_type": "",
152
- "question": "At what point in the video does \"The forklift's arms go up to pick up boxes\" happen? Convey your answer using start and end timestamps exclusively.",
153
- "duration": 60.0
154
  },
155
  {
156
  "vid": "concat_wh_52_300",
157
  "question_id": "concat_wh_52_300.mp4_0",
158
- "industry": "",
159
- "event_type": "",
160
- "task_type": "",
161
- "question": "At what point in the video does \"A forklift with boxes moves forward\" happen? Provide a response using only start and end timestamps.",
162
- "duration": 60.0
163
  },
164
  {
165
  "vid": "concat_wh_52_300",
166
  "question_id": "concat_wh_52_300.mp4_1",
167
- "industry": "",
168
- "event_type": "",
169
- "task_type": "",
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- "question": "At what point in the video does \"People cross in front of the forklift\" happen? Convey your answer using start and end timestamps exclusively.",
171
- "duration": 60.0
172
  },
173
  {
174
  "vid": "concat_wh_52_300",
175
  "question_id": "concat_wh_52_300.mp4_2",
176
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The forklift moves forward\" happen? Answer the question only using start and end timestamps.",
180
- "duration": 60.0
181
  },
182
  {
183
  "vid": "concat_wh_52_300",
184
  "question_id": "concat_wh_52_300.mp4_3",
185
- "industry": "",
186
- "event_type": "",
187
- "task_type": "",
188
- "question": "When is \"The forklift's arms go up with boxes on top\" depicted in the video? Convey your answer using start and end timestamps exclusively.",
189
- "duration": 60.0
190
  },
191
  {
192
  "vid": "concat_wh_52_910",
193
  "question_id": "concat_wh_52_910.mp4_0",
194
- "industry": "",
195
- "event_type": "",
196
- "task_type": "",
197
- "question": "When does \"A forklift removes boxes from the shelf\" happen in the video? Answer the question only using start and end timestamps.",
198
- "duration": 60.0
199
  },
200
  {
201
  "vid": "concat_wh_52_910",
202
  "question_id": "concat_wh_52_910.mp4_1",
203
- "industry": "",
204
- "event_type": "",
205
- "task_type": "",
206
- "question": "When is \"People without uniforms are walking in the warehouse\" depicted in the video? Answer the question only using start and end timestamps.",
207
- "duration": 60.0
208
  },
209
  {
210
  "vid": "concat_wh_52_910",
211
  "question_id": "concat_wh_52_910.mp4_2",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A forklift with boxes on it moves forward\" happen? Provide a response using only start and end timestamps.",
216
- "duration": 60.0
217
  },
218
  {
219
  "vid": "concat_wh_52_910",
220
  "question_id": "concat_wh_52_910.mp4_3",
221
- "industry": "",
222
- "event_type": "",
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- "task_type": "",
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- "question": "When is \"There are boxes on the floor\" depicted in the video? Answer the question only using start and end timestamps.",
225
- "duration": 60.0
226
  },
227
  {
228
  "vid": "concat_wh_52_910",
229
  "question_id": "concat_wh_52_910.mp4_4",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When does \"The forklift is stuck because of boxes on the floor\" happen in the video? Convey your answer using start and end timestamps exclusively.",
234
- "duration": 60.0
235
  },
236
  {
237
  "vid": "concat_wh_52_910",
238
  "question_id": "concat_wh_52_910.mp4_5",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When is \"People remove the boxes\" depicted in the video? Answer the question only using start and end timestamps.",
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- "duration": 60.0
244
  },
245
  {
246
  "vid": "concat_wh_52_910",
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  "question_id": "concat_wh_52_910.mp4_6",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"The forklift with boxes on it moves forward\" happen? Convey your answer using start and end timestamps exclusively.",
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- "duration": 60.0
253
  },
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  {
255
  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_0",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When does \"A worker wearing a protective vest and yellow hard hat walks forward and smiles\" happen in the video? Provide a response using only start and end timestamps.",
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- "duration": 60.0
262
  },
263
  {
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  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_1",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A worker takes of his hat and puts it back on\" happen? Convey your answer using start and end timestamps exclusively.",
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- "duration": 60.0
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  },
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  {
273
  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_2",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A cart with boxes on it arrives\" happen? Provide a response using only start and end timestamps.",
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- "duration": 60.0
280
  },
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  {
282
  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_3",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When does \"Workers move boxes down a conveyor belt\" happen in the video? Convey your answer using start and end timestamps exclusively.",
288
- "duration": 60.0
289
  },
290
  {
291
  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_4",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When is \"A box falls off the conveyor belt\" depicted in the video? Answer the question only using start and end timestamps.",
297
- "duration": 60.0
298
  },
299
  {
300
  "vid": "concat_wh_52_1890",
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  "question_id": "concat_wh_52_1890.mp4_5",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A box falls off the conveyor belt\" happen? Convey your answer using start and end timestamps exclusively.",
306
- "duration": 60.0
307
  },
308
  {
309
  "vid": "concat_wh_52_1890",
310
  "question_id": "concat_wh_52_1890.mp4_6",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
314
- "question": "At what time in the video does \"A box falls off the conveyor belt\" take place? Convey your answer using start and end timestamps exclusively.",
315
- "duration": 60.0
316
  },
317
  {
318
  "vid": "concat_wh_52_1890",
319
  "question_id": "concat_wh_52_1890.mp4_7",
320
- "industry": "",
321
- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"Workers are chitchatting\" happen? Provide a response using only start and end timestamps.",
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- "duration": 60.0
325
  },
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  {
327
  "vid": "concat_wh_52_1890",
328
  "question_id": "concat_wh_52_1890.mp4_8",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A man in a white shirt without a uniform is holding his phone and walking\" happen? Convey your answer using start and end timestamps exclusively.",
333
- "duration": 60.0
334
  },
335
  {
336
  "vid": "concat_wh_52_1890",
337
  "question_id": "concat_wh_52_1890.mp4_9",
338
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"Two people wearing dark clothes and no uniform are walking and chatting\" happen? Answer the question only using start and end timestamps.",
342
- "duration": 60.0
343
  },
344
  {
345
  "vid": "concat_wh_52_2925",
346
  "question_id": "concat_wh_52_2925.mp4_0",
347
- "industry": "",
348
- "event_type": "",
349
- "task_type": "",
350
- "question": "At what point in the video does \"A robot carrying a box is still in a warehouse, and there are people on the sides\" happen? Provide a response using only start and end timestamps.",
351
- "duration": 59.562
352
  },
353
  {
354
  "vid": "concat_wh_52_2925",
355
  "question_id": "concat_wh_52_2925.mp4_1",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what time in the video does \"A box falls off the robot\" take place? Answer the question only using start and end timestamps.",
360
- "duration": 59.562
361
  },
362
  {
363
  "vid": "concat_wh_52_2925",
364
  "question_id": "concat_wh_52_2925.mp4_2",
365
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what point in the video does \"A man wearing white without uniform walks closer to the camera\" happen? Provide a response using only start and end timestamps.",
369
- "duration": 59.562
370
  },
371
  {
372
  "vid": "concat_wh_52_2925",
373
  "question_id": "concat_wh_52_2925.mp4_3",
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- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "When does \"A man puts the box back on the robot\" happen in the video? Convey your answer using start and end timestamps exclusively.",
378
- "duration": 59.562
379
  },
380
  {
381
  "vid": "concat_wh_52_2925",
382
  "question_id": "concat_wh_52_2925.mp4_4",
383
- "industry": "",
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- "event_type": "",
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- "task_type": "",
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- "question": "At what time in the video does \"The man wearing white without uniform walks away\" take place? Answer the question only using start and end timestamps.",
387
- "duration": 59.562
388
  },
389
  {
390
  "vid": "concat_wh_52_2925",
391
  "question_id": "concat_wh_52_2925.mp4_5",
392
- "industry": "",
393
- "event_type": "",
394
- "task_type": "",
395
- "question": "At what point in the video does \"A forklift moves closer to the camera\" happen? Provide a response using only start and end timestamps.",
396
- "duration": 59.562
397
  },
398
  {
399
  "vid": "concat_wh_52_2925",
400
  "question_id": "concat_wh_52_2925.mp4_6",
401
- "industry": "",
402
- "event_type": "",
403
- "task_type": "",
404
- "question": "When does \"A robot with a box is blocking the forklift\" happen in the video? Provide a response using only start and end timestamps.",
405
- "duration": 59.562
406
  }
407
  ]
 
2
  {
3
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
4
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_0",
5
+ "question": "At what time in the video does \"A man drives a forklift behind three workers\" take place? Convey your answer using start and end timestamps exclusively."
 
 
 
 
6
  },
7
  {
8
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
9
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_1",
10
+ "question": "At what time in the video does \"Three factory workers in green vests wearing yellow hats talk\" take place? Convey your answer using start and end timestamps exclusively."
 
 
 
 
11
  },
12
  {
13
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
14
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_2",
15
+ "question": "When does \"The three workers move out of the way of the forklift\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
16
  },
17
  {
18
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
19
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_3",
20
+ "question": "When does \"The forklift moves forward and rotates 90 degrees in front of a shelf of boxes\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
21
  },
22
  {
23
  "vid": "Warehouse_240219_GoPro_7_GX010600_400",
24
  "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_4",
25
+ "question": "At what time in the video does \"The forklift lifts its arm and inserts it into a shelf of boxes\" take place? Convey your answer using start and end timestamps exclusively."
 
 
 
 
26
  },
27
  {
28
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
29
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_0",
30
+ "question": "When is \"A forklift's bars go underneath boxes on a shelf\" depicted in the video? Provide a response using only start and end timestamps."
 
 
 
 
31
  },
32
  {
33
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
34
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_1",
35
+ "question": "When is \"The forklift slowly takes the boxes off of the shelf\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
36
  },
37
  {
38
  "vid": "Warehouse_240219_GoPro_7_GX010600_500",
39
  "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_2",
40
+ "question": "When does \"The forklift drives into the distance\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
41
  },
42
  {
43
  "vid": "concat_wh_52_0",
44
  "question_id": "concat_wh_52_0.mp4_0",
45
+ "question": "When is \"A box falls\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
46
  },
47
  {
48
  "vid": "concat_wh_52_0",
49
  "question_id": "concat_wh_52_0.mp4_1",
50
+ "question": "At what point in the video does \"The forklift waits for the robot in its way\" happen? Provide a response using only start and end timestamps."
 
 
 
 
51
  },
52
  {
53
  "vid": "concat_wh_52_0",
54
  "question_id": "concat_wh_52_0.mp4_2",
55
+ "question": "At what point in the video does \"A worker walks to the box\" happen? Answer the question only using start and end timestamps."
 
 
 
 
56
  },
57
  {
58
  "vid": "concat_wh_52_0",
59
  "question_id": "concat_wh_52_0.mp4_3",
60
+ "question": "When does \"A lady picks up the box\" happen in the video? Answer the question only using start and end timestamps."
 
 
 
 
61
  },
62
  {
63
  "vid": "concat_wh_52_0",
64
  "question_id": "concat_wh_52_0.mp4_4",
65
+ "question": "At what point in the video does \"The worker walks back\" happen? Answer the question only using start and end timestamps."
 
 
 
 
66
  },
67
  {
68
  "vid": "concat_wh_52_0",
69
  "question_id": "concat_wh_52_0.mp4_5",
70
+ "question": "At what point in the video does \"The box falls again\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
71
  },
72
  {
73
  "vid": "concat_wh_52_0",
74
  "question_id": "concat_wh_52_0.mp4_6",
75
+ "question": "At what point in the video does \"The lady picks up the box again\" happen? Answer the question only using start and end timestamps."
 
 
 
 
76
  },
77
  {
78
  "vid": "concat_wh_52_0",
79
  "question_id": "concat_wh_52_0.mp4_7",
80
+ "question": "At what time in the video does \"The forklift moves forward\" take place? Provide a response using only start and end timestamps."
 
 
 
 
81
  },
82
  {
83
  "vid": "concat_wh_52_0",
84
  "question_id": "concat_wh_52_0.mp4_8",
85
+ "question": "At what point in the video does \"The forklift's arms go up to pick up boxes\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
86
  },
87
  {
88
  "vid": "concat_wh_52_300",
89
  "question_id": "concat_wh_52_300.mp4_0",
90
+ "question": "At what point in the video does \"A forklift with boxes moves forward\" happen? Provide a response using only start and end timestamps."
 
 
 
 
91
  },
92
  {
93
  "vid": "concat_wh_52_300",
94
  "question_id": "concat_wh_52_300.mp4_1",
95
+ "question": "At what point in the video does \"People cross in front of the forklift\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
96
  },
97
  {
98
  "vid": "concat_wh_52_300",
99
  "question_id": "concat_wh_52_300.mp4_2",
100
+ "question": "At what point in the video does \"The forklift moves forward\" happen? Answer the question only using start and end timestamps."
 
 
 
 
101
  },
102
  {
103
  "vid": "concat_wh_52_300",
104
  "question_id": "concat_wh_52_300.mp4_3",
105
+ "question": "When is \"The forklift's arms go up with boxes on top\" depicted in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
106
  },
107
  {
108
  "vid": "concat_wh_52_910",
109
  "question_id": "concat_wh_52_910.mp4_0",
110
+ "question": "When does \"A forklift removes boxes from the shelf\" happen in the video? Answer the question only using start and end timestamps."
 
 
 
 
111
  },
112
  {
113
  "vid": "concat_wh_52_910",
114
  "question_id": "concat_wh_52_910.mp4_1",
115
+ "question": "When is \"People without uniforms are walking in the warehouse\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
116
  },
117
  {
118
  "vid": "concat_wh_52_910",
119
  "question_id": "concat_wh_52_910.mp4_2",
120
+ "question": "At what point in the video does \"A forklift with boxes on it moves forward\" happen? Provide a response using only start and end timestamps."
 
 
 
 
121
  },
122
  {
123
  "vid": "concat_wh_52_910",
124
  "question_id": "concat_wh_52_910.mp4_3",
125
+ "question": "When is \"There are boxes on the floor\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
126
  },
127
  {
128
  "vid": "concat_wh_52_910",
129
  "question_id": "concat_wh_52_910.mp4_4",
130
+ "question": "When does \"The forklift is stuck because of boxes on the floor\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
131
  },
132
  {
133
  "vid": "concat_wh_52_910",
134
  "question_id": "concat_wh_52_910.mp4_5",
135
+ "question": "When is \"People remove the boxes\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
136
  },
137
  {
138
  "vid": "concat_wh_52_910",
139
  "question_id": "concat_wh_52_910.mp4_6",
140
+ "question": "At what point in the video does \"The forklift with boxes on it moves forward\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
141
  },
142
  {
143
  "vid": "concat_wh_52_1890",
144
  "question_id": "concat_wh_52_1890.mp4_0",
145
+ "question": "When does \"A worker wearing a protective vest and yellow hard hat walks forward and smiles\" happen in the video? Provide a response using only start and end timestamps."
 
 
 
 
146
  },
147
  {
148
  "vid": "concat_wh_52_1890",
149
  "question_id": "concat_wh_52_1890.mp4_1",
150
+ "question": "At what point in the video does \"A worker takes of his hat and puts it back on\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
151
  },
152
  {
153
  "vid": "concat_wh_52_1890",
154
  "question_id": "concat_wh_52_1890.mp4_2",
155
+ "question": "At what point in the video does \"A cart with boxes on it arrives\" happen? Provide a response using only start and end timestamps."
 
 
 
 
156
  },
157
  {
158
  "vid": "concat_wh_52_1890",
159
  "question_id": "concat_wh_52_1890.mp4_3",
160
+ "question": "When does \"Workers move boxes down a conveyor belt\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
161
  },
162
  {
163
  "vid": "concat_wh_52_1890",
164
  "question_id": "concat_wh_52_1890.mp4_4",
165
+ "question": "When is \"A box falls off the conveyor belt\" depicted in the video? Answer the question only using start and end timestamps."
 
 
 
 
166
  },
167
  {
168
  "vid": "concat_wh_52_1890",
169
  "question_id": "concat_wh_52_1890.mp4_5",
170
+ "question": "At what point in the video does \"A box falls off the conveyor belt\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
171
  },
172
  {
173
  "vid": "concat_wh_52_1890",
174
  "question_id": "concat_wh_52_1890.mp4_6",
175
+ "question": "At what time in the video does \"A box falls off the conveyor belt\" take place? Convey your answer using start and end timestamps exclusively."
 
 
 
 
176
  },
177
  {
178
  "vid": "concat_wh_52_1890",
179
  "question_id": "concat_wh_52_1890.mp4_7",
180
+ "question": "At what point in the video does \"Workers are chitchatting\" happen? Provide a response using only start and end timestamps."
 
 
 
 
181
  },
182
  {
183
  "vid": "concat_wh_52_1890",
184
  "question_id": "concat_wh_52_1890.mp4_8",
185
+ "question": "At what point in the video does \"A man in a white shirt without a uniform is holding his phone and walking\" happen? Convey your answer using start and end timestamps exclusively."
 
 
 
 
186
  },
187
  {
188
  "vid": "concat_wh_52_1890",
189
  "question_id": "concat_wh_52_1890.mp4_9",
190
+ "question": "At what point in the video does \"Two people wearing dark clothes and no uniform are walking and chatting\" happen? Answer the question only using start and end timestamps."
 
 
 
 
191
  },
192
  {
193
  "vid": "concat_wh_52_2925",
194
  "question_id": "concat_wh_52_2925.mp4_0",
195
+ "question": "At what point in the video does \"A robot carrying a box is still in a warehouse, and there are people on the sides\" happen? Provide a response using only start and end timestamps."
 
 
 
 
196
  },
197
  {
198
  "vid": "concat_wh_52_2925",
199
  "question_id": "concat_wh_52_2925.mp4_1",
200
+ "question": "At what time in the video does \"A box falls off the robot\" take place? Answer the question only using start and end timestamps."
 
 
 
 
201
  },
202
  {
203
  "vid": "concat_wh_52_2925",
204
  "question_id": "concat_wh_52_2925.mp4_2",
205
+ "question": "At what point in the video does \"A man wearing white without uniform walks closer to the camera\" happen? Provide a response using only start and end timestamps."
 
 
 
 
206
  },
207
  {
208
  "vid": "concat_wh_52_2925",
209
  "question_id": "concat_wh_52_2925.mp4_3",
210
+ "question": "When does \"A man puts the box back on the robot\" happen in the video? Convey your answer using start and end timestamps exclusively."
 
 
 
 
211
  },
212
  {
213
  "vid": "concat_wh_52_2925",
214
  "question_id": "concat_wh_52_2925.mp4_4",
215
+ "question": "At what time in the video does \"The man wearing white without uniform walks away\" take place? Answer the question only using start and end timestamps."
 
 
 
 
216
  },
217
  {
218
  "vid": "concat_wh_52_2925",
219
  "question_id": "concat_wh_52_2925.mp4_5",
220
+ "question": "At what point in the video does \"A forklift moves closer to the camera\" happen? Provide a response using only start and end timestamps."
 
 
 
 
221
  },
222
  {
223
  "vid": "concat_wh_52_2925",
224
  "question_id": "concat_wh_52_2925.mp4_6",
225
+ "question": "When does \"A robot with a box is blocking the forklift\" happen in the video? Provide a response using only start and end timestamps."
 
 
 
 
226
  }
227
  ]
data/temporal_localization/data_jsons/annotations/output_llava_temporal.json CHANGED
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data/temporal_localization/data_jsons/annotations/smart_spaces_03262025.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/vqa/data_jsons/annotations/VANTAGE_VQA_Verification_Final_ITS_Data.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/vqa/data_jsons/annotations/metrics_spatial_ss.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/vqa/data_jsons/annotations/metrics_spatial_wo_ss.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/vqa/data_jsons/annotations/metrics_temporal_filtered_ss.json CHANGED
@@ -1,340 +1,200 @@
1
  [
2
  {
3
  "q_uid": "GX010071_Clip_4.mp4",
4
- "industry": "",
5
- "event_type": "",
6
- "start_time": null,
7
- "end_time": null,
8
- "video_duration": null,
9
- "task_type": "",
10
  "question": "Which of the following is true according to the segment?",
11
  "options": [
12
  "everyone is holding something",
13
  "some people may have empty hands",
14
  "no one is carrying a laptop",
15
  "only one person at a time can leave the room"
16
- ],
17
- "dimension": "Temporal reasoning"
18
  },
19
  {
20
  "q_uid": "GX010071_Clip_6.mp4",
21
- "industry": "",
22
- "event_type": "",
23
- "start_time": null,
24
- "end_time": null,
25
- "video_duration": null,
26
- "task_type": "",
27
  "question": "In the scene, what caused the transparent gate to open?",
28
  "options": [
29
  "A man touching a metal part of the transparent gate",
30
  "A man scanning a card beside the transparent gate",
31
  "The door opens automatically as the person approaches",
32
  "None of the above"
33
- ],
34
- "dimension": "Temporal reasoning"
35
  },
36
  {
37
  "q_uid": "GX010032_Clip_2.mp4",
38
- "industry": "",
39
- "event_type": "",
40
- "start_time": null,
41
- "end_time": null,
42
- "video_duration": null,
43
- "task_type": "",
44
  "question": "In the scene, what is causing the transparent gates to open?",
45
  "options": [
46
  "People scanning cards beside the transparent doors",
47
  "People clicking a button beside the transparent doors",
48
  "It senses a person approaching and opens automatically",
49
  "None of the above"
50
- ],
51
- "dimension": "Temporal reasoning"
52
  },
53
  {
54
  "q_uid": "GX010014_Clip_1.mp4",
55
- "industry": "",
56
- "event_type": "",
57
- "start_time": null,
58
- "end_time": null,
59
- "video_duration": null,
60
- "task_type": "",
61
  "question": "What is causing the transparent gates to open?",
62
  "options": [
63
  "People scanning cards beside the gates",
64
  "People pushing a button beside the gates",
65
  "When someone approaches, the gate automatically opens after detecting their presence",
66
  "None of the above"
67
- ],
68
- "dimension": "Temporal reasoning"
69
  },
70
  {
71
  "q_uid": "GX010031_Clip_3.mp4",
72
- "industry": "",
73
- "event_type": "",
74
- "start_time": null,
75
- "end_time": null,
76
- "video_duration": null,
77
- "task_type": "",
78
  "question": "Why was the person wearing a black T-shirt stopped by others near the door?",
79
  "options": [
80
  "was for higher level",
81
  "had a no-black shirts policy",
82
  "privacy purpose",
83
  "both a and c"
84
- ],
85
- "dimension": "Temporal reasoning"
86
  },
87
  {
88
  "q_uid": "GX010029_Clip_6.mp4",
89
- "industry": "",
90
- "event_type": "",
91
- "start_time": null,
92
- "end_time": null,
93
- "video_duration": null,
94
- "task_type": "",
95
  "question": "Why did the door on the right close?",
96
  "options": [
97
  "A person pulling the door",
98
  "A person pushing the door",
99
  "A person rotating the door handle",
100
  "None of the above"
101
- ],
102
- "dimension": "Temporal reasoning"
103
  },
104
  {
105
  "q_uid": "GX010030_Clip_2.mp4",
106
- "industry": "",
107
- "event_type": "",
108
- "start_time": null,
109
- "end_time": null,
110
- "video_duration": null,
111
- "task_type": "",
112
  "question": "In the scene, what is causing the turnstiles to open?",
113
  "options": [
114
  "People pushing a button beside the turnstile",
115
  "People scanning cards beside the turnstile",
116
  "When someone approaches the turnstile, it detects their presence and opens automatically",
117
  "None of the above"
118
- ],
119
- "dimension": "Temporal reasoning"
120
  },
121
  {
122
  "q_uid": "GX010069_Clip_8.mp4",
123
- "industry": "",
124
- "event_type": "",
125
- "start_time": null,
126
- "end_time": null,
127
- "video_duration": null,
128
- "task_type": "",
129
  "question": "What caused the door to close?",
130
  "options": [
131
  "The door being closed automatically",
132
  "A person closing the door",
133
  "A person scanning a card beside the door",
134
  "None of the above"
135
- ],
136
- "dimension": "Temporal reasoning"
137
  },
138
  {
139
  "q_uid": "GX010070_Clip_4.mp4",
140
- "industry": "",
141
- "event_type": "",
142
- "start_time": null,
143
- "end_time": null,
144
- "video_duration": null,
145
- "task_type": "",
146
  "question": "What is the least likely reason the person stood alone, folding his hands, before others?",
147
  "options": [
148
  "had permission to exit early",
149
  "finished the work early",
150
  "skipped a meeting and reached early",
151
  "a secret force pulled him ahead"
152
- ],
153
- "dimension": "Temporal reasoning"
154
  },
155
  {
156
  "q_uid": "GX010069_Clip_5.mp4",
157
- "industry": "",
158
- "event_type": "",
159
- "start_time": null,
160
- "end_time": null,
161
- "video_duration": null,
162
- "task_type": "",
163
  "question": "What caused the door to close?",
164
  "options": [
165
  "closed automatically",
166
  "a man pushing the door",
167
  "a man pulling the door",
168
  "none of the above"
169
- ],
170
- "dimension": "Temporal reasoning"
171
  },
172
  {
173
  "q_uid": "GX010012_Clip_4.mp4",
174
- "industry": "",
175
- "event_type": "",
176
- "start_time": null,
177
- "end_time": null,
178
- "video_duration": null,
179
- "task_type": "",
180
  "question": "What caused the transparent gate to open and close?",
181
  "options": [
182
  "People open and close it manually",
183
  "The gate has sensors",
184
  "There is a switch near the gate",
185
  "The gate opens and closes randomly"
186
- ],
187
- "dimension": "Temporal reasoning"
188
  },
189
  {
190
  "q_uid": "GX010030_Clip_1.mp4",
191
- "industry": "",
192
- "event_type": "",
193
- "start_time": null,
194
- "end_time": null,
195
- "video_duration": null,
196
- "task_type": "",
197
  "question": "What caused the transparent doors to open in the video segment?",
198
  "options": [
199
  "A vehicle passing through",
200
  "A man scanning a card beside the transparent doors",
201
  "Objects passing through",
202
  "None of the above"
203
- ],
204
- "dimension": "Temporal reasoning"
205
  },
206
  {
207
  "q_uid": "GX010011_Clip_3.mp4",
208
- "industry": "",
209
- "event_type": "",
210
- "start_time": null,
211
- "end_time": null,
212
- "video_duration": null,
213
- "task_type": "",
214
  "question": "What caused the door to open?",
215
  "options": [
216
  "A person swiping a card beside the door",
217
  "A person pushing the door",
218
  "Both a and b",
219
  "None of the above"
220
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221
- "dimension": "Temporal reasoning"
222
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223
  {
224
  "q_uid": "GX010029_Clip_7.mp4",
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231
  "question": "What caused the door to open?",
232
  "options": [
233
  "A person scanning a card beside the door",
234
  "A person rotating the door handle and pushing the door",
235
  "Both a and b",
236
  "None of the above"
237
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238
- "dimension": "Temporal reasoning"
239
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240
  {
241
  "q_uid": "GX010030_Clip_4.mp4",
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247
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248
  "question": "When the first person walked up to the transparent door, why did it open?",
249
  "options": [
250
  "The person scanned a card beside the door",
251
  "The door detects the person and automatically opens",
252
  "The person clicked a button beside the door",
253
  "None of the above"
254
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255
- "dimension": "Temporal reasoning"
256
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257
  {
258
  "q_uid": "GX010029_Clip_4.mp4",
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- "task_type": "",
265
  "question": "Why does the man wearing the black outfit near the door push a small card against the black object on the white wall beside the door?",
266
  "options": [
267
  "To change the color of the wall",
268
  "To break the door open",
269
  "To gain access to the room and unlock the door",
270
  "None of the above"
271
- ],
272
- "dimension": "Temporal reasoning"
273
  },
274
  {
275
  "q_uid": "GX010069_Clip_4.mp4",
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- "industry": "",
277
- "event_type": "",
278
- "start_time": null,
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- "end_time": null,
280
- "video_duration": null,
281
- "task_type": "",
282
  "question": "Did two people in the video tailgate?",
283
  "options": [
284
  "Yes",
285
  "No"
286
- ],
287
- "dimension": "Temporal reasoning"
288
  },
289
  {
290
  "q_uid": "GX010011_Clip_9.mp4",
291
- "industry": "",
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293
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296
- "task_type": "",
297
  "question": "What caused the people who entered the room to close the door twice?",
298
  "options": [
299
  "maintain privacy",
300
  "avoid distractions",
301
  "focus on work",
302
  "all of the above"
303
- ],
304
- "dimension": "Temporal reasoning"
305
  },
306
  {
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  "q_uid": "GX010011_Clip_9.mp4",
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- "industry": "",
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- "start_time": null,
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- "end_time": null,
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- "video_duration": null,
313
- "task_type": "",
314
  "question": "What caused the third person not to punch his card while entering the room?",
315
  "options": [
316
  "forgot his card",
317
  "had no card",
318
  "Forgot to punch the card",
319
  "all of the above"
320
- ],
321
- "dimension": "Temporal reasoning"
322
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  {
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  "q_uid": "GX010011_Clip_4.mp4",
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- "industry": "",
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- "task_type": "",
331
  "question": "What caused the door to open?",
332
  "options": [
333
  "A man swiping a card beside the door",
334
  "A man rotating the door handle and pushing the door",
335
  "Both a and b",
336
  "None of the above"
337
- ],
338
- "dimension": "Temporal reasoning"
339
  }
340
  ]
 
1
  [
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  {
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  "q_uid": "GX010071_Clip_4.mp4",
 
 
 
 
 
 
4
  "question": "Which of the following is true according to the segment?",
5
  "options": [
6
  "everyone is holding something",
7
  "some people may have empty hands",
8
  "no one is carrying a laptop",
9
  "only one person at a time can leave the room"
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11
  },
12
  {
13
  "q_uid": "GX010071_Clip_6.mp4",
 
 
 
 
 
 
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  "question": "In the scene, what caused the transparent gate to open?",
15
  "options": [
16
  "A man touching a metal part of the transparent gate",
17
  "A man scanning a card beside the transparent gate",
18
  "The door opens automatically as the person approaches",
19
  "None of the above"
20
+ ]
 
21
  },
22
  {
23
  "q_uid": "GX010032_Clip_2.mp4",
 
 
 
 
 
 
24
  "question": "In the scene, what is causing the transparent gates to open?",
25
  "options": [
26
  "People scanning cards beside the transparent doors",
27
  "People clicking a button beside the transparent doors",
28
  "It senses a person approaching and opens automatically",
29
  "None of the above"
30
+ ]
 
31
  },
32
  {
33
  "q_uid": "GX010014_Clip_1.mp4",
 
 
 
 
 
 
34
  "question": "What is causing the transparent gates to open?",
35
  "options": [
36
  "People scanning cards beside the gates",
37
  "People pushing a button beside the gates",
38
  "When someone approaches, the gate automatically opens after detecting their presence",
39
  "None of the above"
40
+ ]
 
41
  },
42
  {
43
  "q_uid": "GX010031_Clip_3.mp4",
 
 
 
 
 
 
44
  "question": "Why was the person wearing a black T-shirt stopped by others near the door?",
45
  "options": [
46
  "was for higher level",
47
  "had a no-black shirts policy",
48
  "privacy purpose",
49
  "both a and c"
50
+ ]
 
51
  },
52
  {
53
  "q_uid": "GX010029_Clip_6.mp4",
 
 
 
 
 
 
54
  "question": "Why did the door on the right close?",
55
  "options": [
56
  "A person pulling the door",
57
  "A person pushing the door",
58
  "A person rotating the door handle",
59
  "None of the above"
60
+ ]
 
61
  },
62
  {
63
  "q_uid": "GX010030_Clip_2.mp4",
 
 
 
 
 
 
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  "question": "In the scene, what is causing the turnstiles to open?",
65
  "options": [
66
  "People pushing a button beside the turnstile",
67
  "People scanning cards beside the turnstile",
68
  "When someone approaches the turnstile, it detects their presence and opens automatically",
69
  "None of the above"
70
+ ]
 
71
  },
72
  {
73
  "q_uid": "GX010069_Clip_8.mp4",
 
 
 
 
 
 
74
  "question": "What caused the door to close?",
75
  "options": [
76
  "The door being closed automatically",
77
  "A person closing the door",
78
  "A person scanning a card beside the door",
79
  "None of the above"
80
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81
  },
82
  {
83
  "q_uid": "GX010070_Clip_4.mp4",
 
 
 
 
 
 
84
  "question": "What is the least likely reason the person stood alone, folding his hands, before others?",
85
  "options": [
86
  "had permission to exit early",
87
  "finished the work early",
88
  "skipped a meeting and reached early",
89
  "a secret force pulled him ahead"
90
+ ]
 
91
  },
92
  {
93
  "q_uid": "GX010069_Clip_5.mp4",
 
 
 
 
 
 
94
  "question": "What caused the door to close?",
95
  "options": [
96
  "closed automatically",
97
  "a man pushing the door",
98
  "a man pulling the door",
99
  "none of the above"
100
+ ]
 
101
  },
102
  {
103
  "q_uid": "GX010012_Clip_4.mp4",
 
 
 
 
 
 
104
  "question": "What caused the transparent gate to open and close?",
105
  "options": [
106
  "People open and close it manually",
107
  "The gate has sensors",
108
  "There is a switch near the gate",
109
  "The gate opens and closes randomly"
110
+ ]
 
111
  },
112
  {
113
  "q_uid": "GX010030_Clip_1.mp4",
 
 
 
 
 
 
114
  "question": "What caused the transparent doors to open in the video segment?",
115
  "options": [
116
  "A vehicle passing through",
117
  "A man scanning a card beside the transparent doors",
118
  "Objects passing through",
119
  "None of the above"
120
+ ]
 
121
  },
122
  {
123
  "q_uid": "GX010011_Clip_3.mp4",
 
 
 
 
 
 
124
  "question": "What caused the door to open?",
125
  "options": [
126
  "A person swiping a card beside the door",
127
  "A person pushing the door",
128
  "Both a and b",
129
  "None of the above"
130
+ ]
 
131
  },
132
  {
133
  "q_uid": "GX010029_Clip_7.mp4",
 
 
 
 
 
 
134
  "question": "What caused the door to open?",
135
  "options": [
136
  "A person scanning a card beside the door",
137
  "A person rotating the door handle and pushing the door",
138
  "Both a and b",
139
  "None of the above"
140
+ ]
 
141
  },
142
  {
143
  "q_uid": "GX010030_Clip_4.mp4",
 
 
 
 
 
 
144
  "question": "When the first person walked up to the transparent door, why did it open?",
145
  "options": [
146
  "The person scanned a card beside the door",
147
  "The door detects the person and automatically opens",
148
  "The person clicked a button beside the door",
149
  "None of the above"
150
+ ]
 
151
  },
152
  {
153
  "q_uid": "GX010029_Clip_4.mp4",
 
 
 
 
 
 
154
  "question": "Why does the man wearing the black outfit near the door push a small card against the black object on the white wall beside the door?",
155
  "options": [
156
  "To change the color of the wall",
157
  "To break the door open",
158
  "To gain access to the room and unlock the door",
159
  "None of the above"
160
+ ]
 
161
  },
162
  {
163
  "q_uid": "GX010069_Clip_4.mp4",
 
 
 
 
 
 
164
  "question": "Did two people in the video tailgate?",
165
  "options": [
166
  "Yes",
167
  "No"
168
+ ]
 
169
  },
170
  {
171
  "q_uid": "GX010011_Clip_9.mp4",
 
 
 
 
 
 
172
  "question": "What caused the people who entered the room to close the door twice?",
173
  "options": [
174
  "maintain privacy",
175
  "avoid distractions",
176
  "focus on work",
177
  "all of the above"
178
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179
  },
180
  {
181
  "q_uid": "GX010011_Clip_9.mp4",
 
 
 
 
 
 
182
  "question": "What caused the third person not to punch his card while entering the room?",
183
  "options": [
184
  "forgot his card",
185
  "had no card",
186
  "Forgot to punch the card",
187
  "all of the above"
188
+ ]
 
189
  },
190
  {
191
  "q_uid": "GX010011_Clip_4.mp4",
 
 
 
 
 
 
192
  "question": "What caused the door to open?",
193
  "options": [
194
  "A man swiping a card beside the door",
195
  "A man rotating the door handle and pushing the door",
196
  "Both a and b",
197
  "None of the above"
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+ ]
 
199
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200
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data/vqa/data_jsons/annotations/metrics_temporal_wo_ss.json CHANGED
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  "question": "What caused the box to fall?",
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  "options": [
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  "The black object under the box moves away",
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- "dimension": "Temporal reasoning"
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  "question": "What caused the box to fall?",
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  "options": [
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  "A person hitting the box",
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- "dimension": "Temporal reasoning"
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1
  [
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  {
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  "q_uid": "concat_wh_52_0_0.mp4",
 
 
 
 
 
 
4
  "question": "What caused the box to fall?",
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  "options": [
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  "A person hits the box",
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  "An object hits the box",
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  "None of the above"
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  },
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  {
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  "q_uid": "concat_wh_52_0_1.mp4",
 
 
 
 
 
 
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  "question": "What caused the box to fall?",
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  "options": [
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  "The box is not properly placed on the moving black object",
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  "A person hitting the box",
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  "An object hits the box",
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