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Commit
8601475
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1 Parent(s): 1a4978f

Fix inverted first instruction in RUC__re_m_cpb_ruc_stage2_20260812_0634

Browse files
README.md CHANGED
@@ -30,9 +30,9 @@ dataset_info:
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  splits:
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  - name: test
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  num_examples: 4100
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- num_bytes: 26190046
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- download_size: 7067209
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- dataset_size: 26190046
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  ---
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  # StreamMind: 4,100 human-approved samples
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  splits:
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  - name: test
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  num_examples: 4100
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+ num_bytes: 26190098
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+ download_size: 7067256
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+ dataset_size: 26190098
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  ---
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  # StreamMind: 4,100 human-approved samples
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data/approved_cmr_1500.jsonl CHANGED
@@ -1484,7 +1484,7 @@
1484
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Next, fry them and flip them regularly so all sides brown evenly.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":3,"criterion_type":"next_step_guidance","window_unified":{"start_s":179.0,"optimal_s":181.0,"end_s":184.0},"at_frame":null,"evidence":"The user set down a plate next to the pan after frying, so the next step is plating the cheese.","necessity":"required","answer":{"reference":"You've set down a plate next to the pan. Next, transfer the fried cheese sticks from the pan onto the plate.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":4,"criterion_type":"next_step_guidance","window_unified":{"start_s":202.0,"optimal_s":204.0,"end_s":207.0},"at_frame":null,"evidence":"The cheese sticks are plated, so the next step is adding honey on top.","necessity":"required","answer":{"reference":"You've plated the cheese sticks. Next, drizzle honey over them.","key_facts":null},"answer_original":null,"gold_source":"agent"}],"reactive_points":[{"trigger_time_s":33,"text":"Level 4","accepted":["4","Level 4","Setting 4","It's set to 4","You set it to 4","Level four","It is on 4"]},{"trigger_time_s":112,"text":"4","accepted":["4","Four","4 cheese sticks","Four cheese sticks","4 pieces","Four pieces","You put 4 in the pan","There are 4 cheese sticks in the pan"]}],"distractors":[],"criteria":["next_step_guidance"],"criteria_combo":"under:next+reactive x3","provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":null,"unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_G.jsonl","_src_line":183,"dup_id_group":null,"sample_id":"RUC__re_g_cpb_reactive_under_mt3_wearable_ai_extra_next_0080","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["next_step_guidance"],"turn_index":0}]},"review":null}
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- {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0634","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0634","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/vsi","original_id":"ruc_stage2_20260812_0634","video":{"name":"scene0697_02.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","start_s":0.0,"end_s":120.83,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"VSI-Bench/scene0697_02.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","url":"/media/VSI-Bench/scene0697_02.mp4","exists":true},"scenario":{"task":"Reviewing a routine walkthrough recording of a furnished bedroom","goal":"Conduct a thorough visual inspection of the bedroom to assess its current state, accurately capturing the room's condition and readiness for use.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Should I notify you about noteworthy room details or conditions during the bedroom walkthrough?","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Should I notify you about noteworthy room details or conditions during the bedroom walkthrough?","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":78.5,"text":"What is laid out on the floor in the corner of the bedroom?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":10.0,"optimal_s":12.0,"end_s":15.0},"at_frame":null,"evidence":"The main bed has tangled floral duvets and rumpled pillows, indicating an unmade sleeping area.","necessity":"required","answer":{"reference":"Notice that the main bed is completely unmade, with the floral duvet and pillows left tangled.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":30.0,"optimal_s":32.0,"end_s":35.0},"at_frame":null,"evidence":"Dresser top is cluttered with stacked books and toys, and loose items are left on the carpet baseboard.","necessity":"required","answer":{"reference":"The top of that wooden dresser is cluttered with items, and there are some loose things scattered on the carpet nearby.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":56.0,"optimal_s":58.0,"end_s":61.0},"at_frame":null,"evidence":"An additional floor mattress covered in a white sheet with a backrest pillow is laid out on the floor beside the dollhouse.","necessity":"required","answer":{"reference":"There's an extra mattress set up on the floor by the dollhouse, which is an unusual arrangement to note for this space.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":3,"criterion_type":"goal_event_notify","window_unified":{"start_s":96.0,"optimal_s":99.0,"end_s":101.0},"at_frame":null,"evidence":"Red and light blue clothing items are lying on the floor in front of the large wooden dresser.","necessity":"required","answer":{"reference":"There are some clothes scattered on the carpet right below the tall dresser with the TV.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":4,"criterion_type":"goal_event_notify","window_unified":{"start_s":102.0,"optimal_s":104.0,"end_s":107.0},"at_frame":null,"evidence":"The white bi-fold closet doors are standing open, showing clothes on hangers and shoes on the floor.","necessity":"required","answer":{"reference":"The bi-fold closet doors have been left wide open, exposing the hanging clothes and shoes inside.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":78.5,"text":"A mattress covered in a white sheet.","accepted":["A mattress with a white fitted sheet","An extra mattress on the carpet","A white floor mattress"]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":63,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0634","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1488
  {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0943","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0943","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/vsi","original_id":"ruc_stage2_20260812_0943","video":{"name":"42446056.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","start_s":0.0,"end_s":372.17,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"VSI-Bench/42446056.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","url":"/media/VSI-Bench/42446056.mp4","exists":true},"scenario":{"task":"Reviewing a visual walkthrough of a child's bedroom","goal":"Carefully inspect the room to determine exactly how many chairs are present, thoroughly checking all areas so the final count is completely accurate.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Tell me whenever you see a chair in the room.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Tell me whenever you see a chair in the room.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":127.0,"text":"What is on the floor between the two beds?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":42.0,"optimal_s":44.0,"end_s":47.0},"at_frame":null,"evidence":"Black padded rocking chair with curved wooden armrests and a striped blanket folded on the seat","necessity":"required","answer":{"reference":"There is your first chair: a black wooden rocking chair with folded blankets on the seat.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":208.0,"optimal_s":210.0,"end_s":213.0},"at_frame":null,"evidence":"The camera tilts down to reveal a beige wooden armchair heavily obscured by blankets, dolls, and plush toys sitting next to the red table.","necessity":"required","answer":{"reference":"You can see the second chair next to the red table, a beige wooden armchair covered in plush toys and blankets.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":222.0,"optimal_s":224.0,"end_s":227.0},"at_frame":null,"evidence":"A small children's chair woven with multi-colored rainbow plastic strips is clearly visible next to the red plastic table.","necessity":"required","answer":{"reference":"Right next to that is a third chair, a small one woven with rainbow-colored strips. That brings your count to three.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":127.0,"text":"A large stuffed unicorn","accepted":["A plush white unicorn","A stuffed unicorn toy","A large plush unicorn"]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":372,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0943","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1489
  {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0988","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0988","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/mlvu_anomaly","original_id":"ruc_stage2_20260812_0988","video":{"name":"surveil_72.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","start_s":0.0,"end_s":193.71,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"MLVU/surveil_72.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","url":"/media/MLVU/surveil_72.mp4","exists":true},"scenario":{"task":"Reviewing nighttime surveillance footage of a parking garage.","goal":"Review the surveillance footage to determine if any anomalies or security incidents occur. A successful review correctly identifies the presence and specific type of any unusual activity.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Please let me know whenever any unusual activity or security incident occurs in the parking garage footage.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Please let me know whenever any unusual activity or security incident occurs in the parking garage footage.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":96.0,"text":"Is anyone visible in the parking garage right now?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":38.0,"optimal_s":40.0,"end_s":43.0},"at_frame":null,"evidence":"A man wearing a patterned shirt appears walking across the parking structure directly toward the camera view at frame 20.","necessity":"required","answer":{"reference":"A pedestrian in a patterned shirt is walking straight toward the camera.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":150.0,"optimal_s":152.0,"end_s":155.0},"at_frame":null,"evidence":"An individual wearing a patterned/striped top appears at the far left edge of the frame moving towards the camera equipment area.","necessity":"required","answer":{"reference":"The person in the patterned shirt has re-entered from the left and is approaching the camera again.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":174.0,"optimal_s":176.0,"end_s":179.0},"at_frame":null,"evidence":"In frame 88, a human hand covers the camera lens, disrupting the video feed.","necessity":"required","answer":{"reference":"A hand has reached up and covered the camera lens, disrupting the video feed.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":96.0,"text":"No, there is currently no one visible in the parking garage.","accepted":["No one is currently visible in the parking garage.","The parking garage appears empty right now.","No, no people are visible in the frame."]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":417,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0988","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1490
  {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_1142","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_153.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_1142","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/mlvu_anomaly","original_id":"ruc_stage2_20260812_1142","video":{"name":"surveil_153.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_153.mp4","start_s":0.0,"end_s":495.11,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"MLVU/surveil_153.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_153.mp4","url":"/media/MLVU/surveil_153.mp4","exists":true},"scenario":{"task":"Reviewing overnight surveillance footage of a storefront","goal":"Review the surveillance video to determine if anything unusual occurs, and if so, identify the specific type of activity taking place.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Notify me whenever unusual key events occur during the overnight storefront footage.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Notify me whenever unusual key events occur during the overnight storefront footage.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":175.5,"text":"What is the person near the back of the dark SUV doing in this frame?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":18.0,"optimal_s":20.0,"end_s":23.0},"at_frame":null,"evidence":"Dark SUV visible entering parking lot and pulling up near storefront pillar.","necessity":"required","answer":{"reference":"A dark SUV has just pulled up to the storefront curb.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":94.0,"optimal_s":94.0,"end_s":99.0},"at_frame":null,"evidence":"At frame 48, a hooded individual is visible exiting the rear of the dark SUV and inspecting the perimeter.","necessity":"required","answer":{"reference":"A hooded individual has exited the SUV and is scouting the area near the back of the vehicle.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":256.0,"optimal_s":257.0,"end_s":261.0},"at_frame":null,"evidence":"Hooded suspects exiting the back of the dark SUV holding metal crowbars and tools.","necessity":"required","answer":{"reference":"More individuals are getting out of the SUV carrying crowbars and heading toward the front door.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":3,"criterion_type":"goal_event_notify","window_unified":{"start_s":318.0,"optimal_s":318.0,"end_s":323.0},"at_frame":null,"evidence":"Multiple suspects applying leverage with prying tools along the door frame and gate.","necessity":"required","answer":{"reference":"They are actively using the crowbars to pry open the storefront door and security gate.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":4,"criterion_type":"goal_event_notify","window_unified":{"start_s":438.0,"optimal_s":438.0,"end_s":443.0},"at_frame":null,"evidence":"Hooded individuals running back from the door towards the parked dark SUV.","necessity":"required","answer":{"reference":"The suspects are running back to the SUV.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":175.5,"text":"The person is inspecting or opening the rear hatch of the dark SUV.","accepted":["Inspecting the rear of the dark SUV","Standing at the back of the SUV and accessing the trunk","Checking the back of the vehicle"]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":571,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_1142","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
 
1484
  {"sample_id":"RUC__re_g_cpb_reactive_under_mt2_wearable_ai_extra_next_0126","group":"RUC","subclass":"G","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/01334a260d452cec_60761e778b60f93b.mp4","sample":{"id":"re_g_cpb_reactive_under_mt2_wearable_ai_extra_next_0126","category":"Reactive_under_Criterion","task_family":"G","source_dataset":"cpbench/wearable_ai_extra","original_id":"reactive_under_mt2_wearable_ai_extra_next_0126","video":{"name":"60761e778b60f93b.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/01334a260d452cec_60761e778b60f93b.mp4","start_s":0.0,"end_s":176.0,"frame_interval_s":1.0,"n_frames":null,"frames_dir":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_frames/conditional_proactive_bench/Reactive_under_Criterion/reactive_under_mt2_wearable_ai_extra_next_0126","key":"external/01334a260d452cec_60761e778b60f93b.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/01334a260d452cec_60761e778b60f93b.mp4","url":"/media/external/01334a260d452cec_60761e778b60f93b.mp4","exists":true},"scenario":{"task":"Making a fruit smoothie","goal":"Prepare a homemade fruit smoothie using a blender and fresh/frozen ingredients.","setting":["kitchen counter","Ninja blender","cutting board and knife","frozen fruit bag","ice bin","milk glass"],"persona":"home cook"},"user_request":{"brief":null,"default":"I'm making a fruit smoothie with my blender. Let me know what step to take next as I work through the recipe.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"I'm making a fruit smoothie with my blender. Let me know what step to take next as I work through the recipe.","type":"proactive","criterion_type":"next_step_guidance"},{"t_s":28,"text":"Which preset setting on the blender should I select?","type":"reactive","criterion_type":null},{"t_s":105,"text":"Did I forget to put the strawberries in?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"next_step_guidance","window_unified":{"start_s":55.0,"optimal_s":57.0,"end_s":60.0},"at_frame":null,"evidence":"The user has finished putting the cut fruit into the blender jar and is ready for the next ingredient.","necessity":"required","answer":{"reference":"You've finished adding the fruit to the blender. Next, pour in your milk.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":1,"criterion_type":"next_step_guidance","window_unified":{"start_s":66.0,"optimal_s":68.0,"end_s":71.0},"at_frame":null,"evidence":"The user has just finished pouring milk into the blender pitcher.","necessity":"required","answer":{"reference":"Next, add some ice cubes to the pitcher.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":2,"criterion_type":"next_step_guidance","window_unified":{"start_s":78.0,"optimal_s":80.0,"end_s":83.0},"at_frame":null,"evidence":"All ingredients are in the blender jar and the user is putting the lid on.","necessity":"required","answer":{"reference":"You're putting the lid on the pitcher. Next, press start to blend.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":3,"criterion_type":"next_step_guidance","window_unified":{"start_s":130.0,"optimal_s":132.0,"end_s":135.0},"at_frame":null,"evidence":"Blending is finished and the user has taken the blender pitcher off the base.","necessity":"required","answer":{"reference":"Carefully take out the blade assembly before pouring your smoothie.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":4,"criterion_type":"next_step_guidance","window_unified":{"start_s":143.0,"optimal_s":145.0,"end_s":148.0},"at_frame":null,"evidence":"The user has safely removed the blade assembly after blending.","necessity":"required","answer":{"reference":"Scrape and pour the smoothie into your glass using a spatula.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":5,"criterion_type":"next_step_guidance","window_unified":{"start_s":160.0,"optimal_s":162.0,"end_s":165.0},"at_frame":null,"evidence":"The user has finished scraping the smoothie out of the pitcher into the cup.","necessity":"required","answer":{"reference":"Your smoothie is poured and ready. Add a straw and enjoy!","key_facts":null},"answer_original":null,"gold_source":"agent"}],"reactive_points":[{"trigger_time_s":28,"text":"Smoothie","accepted":["Smoothie","The Smoothie setting","Use the Smoothie setting","Press the Smoothie button","Smoothie mode","The Smoothie preset"]},{"trigger_time_s":105,"text":"Yes, the fresh strawberries are still in the container on the counter.","accepted":["Yes, the fresh strawberries are still in the container on the counter.","Yes, the strawberries are still sitting on the counter.","Yes, you haven't added the strawberries yet.","Yes, the container of strawberries is still on the table.","Yes, you left the strawberries on the counter.","Yes, you forgot the fresh strawberries.","Yes, they are still in the plastic container on the counter."]}],"distractors":[],"criteria":["next_step_guidance"],"criteria_combo":"under:next+reactive x2","provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":null,"unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_G.jsonl","_src_line":229,"dup_id_group":null,"sample_id":"RUC__re_g_cpb_reactive_under_mt2_wearable_ai_extra_next_0126","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["next_step_guidance"],"turn_index":0}]},"review":null}
1485
  {"sample_id":"RUC__re_g_cpb_reactive_under_mt3_wearable_ai_extra_next_0080","group":"RUC","subclass":"G","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/ee890ff97165e5c2_54f4e41e303817e5.mp4","sample":{"id":"re_g_cpb_reactive_under_mt3_wearable_ai_extra_next_0080","category":"Reactive_under_Criterion","task_family":"G","source_dataset":"cpbench/wearable_ai_extra","original_id":"reactive_under_mt3_wearable_ai_extra_next_0080","video":{"name":"54f4e41e303817e5.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/ee890ff97165e5c2_54f4e41e303817e5.mp4","start_s":0.0,"end_s":220.0,"frame_interval_s":1.0,"n_frames":null,"frames_dir":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_frames/conditional_proactive_bench/Reactive_under_Criterion/reactive_under_mt3_wearable_ai_extra_next_0080","key":"external/ee890ff97165e5c2_54f4e41e303817e5.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/ee890ff97165e5c2_54f4e41e303817e5.mp4","url":"/media/external/ee890ff97165e5c2_54f4e41e303817e5.mp4","exists":true},"scenario":{"task":"Cooking pan-fried cheese snacks","goal":"Prepare pan-fried cheese sticks with topping.","setting":["kitchen counter","stovetop and frying pan","wooden spatulas","cutting board","plate"],"persona":"home cook"},"user_request":{"brief":null,"default":"I'm making pan-fried cheese slices for a snack. Guide me through the recipe steps so I know what to do next.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"I'm making pan-fried cheese slices for a snack. Guide me through the recipe steps so I know what to do next.","type":"proactive","criterion_type":"next_step_guidance"},{"t_s":33,"text":"What heat setting did I put the stove on?","type":"reactive","criterion_type":null},{"t_s":112,"text":"How many cheese sticks did I put in the pan?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"next_step_guidance","window_unified":{"start_s":9.0,"optimal_s":11.0,"end_s":14.0},"at_frame":null,"evidence":"The user is finishing cutting the cheese into sticks, so the next step is to preheat oil in the skillet.","necessity":"required","answer":{"reference":"You've finished cutting the cheese into sticks. Next, heat some olive oil in a skillet over medium heat.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":1,"criterion_type":"next_step_guidance","window_unified":{"start_s":21.0,"optimal_s":23.0,"end_s":26.0},"at_frame":null,"evidence":"The user has set the heat on the stove, so the next step is adding the cheese sticks to the pan.","necessity":"required","answer":{"reference":"You've set the heat on the stove. Next, place the cut cheese sticks into the heated pan.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":2,"criterion_type":"next_step_guidance","window_unified":{"start_s":42.0,"optimal_s":44.0,"end_s":47.0},"at_frame":null,"evidence":"The cheese sticks are placed in the pan, so the next step is frying and turning them.","necessity":"required","answer":{"reference":"You've placed the cheese sticks in the pan. Next, fry them and flip them regularly so all sides brown evenly.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":3,"criterion_type":"next_step_guidance","window_unified":{"start_s":179.0,"optimal_s":181.0,"end_s":184.0},"at_frame":null,"evidence":"The user set down a plate next to the pan after frying, so the next step is plating the cheese.","necessity":"required","answer":{"reference":"You've set down a plate next to the pan. Next, transfer the fried cheese sticks from the pan onto the plate.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":4,"criterion_type":"next_step_guidance","window_unified":{"start_s":202.0,"optimal_s":204.0,"end_s":207.0},"at_frame":null,"evidence":"The cheese sticks are plated, so the next step is adding honey on top.","necessity":"required","answer":{"reference":"You've plated the cheese sticks. Next, drizzle honey over them.","key_facts":null},"answer_original":null,"gold_source":"agent"}],"reactive_points":[{"trigger_time_s":33,"text":"Level 4","accepted":["4","Level 4","Setting 4","It's set to 4","You set it to 4","Level four","It is on 4"]},{"trigger_time_s":112,"text":"4","accepted":["4","Four","4 cheese sticks","Four cheese sticks","4 pieces","Four pieces","You put 4 in the pan","There are 4 cheese sticks in the pan"]}],"distractors":[],"criteria":["next_step_guidance"],"criteria_combo":"under:next+reactive x3","provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":null,"unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_G.jsonl","_src_line":183,"dup_id_group":null,"sample_id":"RUC__re_g_cpb_reactive_under_mt3_wearable_ai_extra_next_0080","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["next_step_guidance"],"turn_index":0}]},"review":null}
1486
  {"sample_id":"RUC__re_g_cpb_reactive_under_criterion_wearable_ai_extra_next_002","group":"RUC","subclass":"G","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/5bb83d413cb35f18_9740a14da7fe64ef.mp4","sample":{"id":"re_g_cpb_reactive_under_criterion_wearable_ai_extra_next_002","category":"Reactive_under_Criterion","task_family":"G","source_dataset":"cpbench/wearable_ai_extra","original_id":"reactive_under_criterion_wearable_ai_extra_next_002","video":{"name":"9740a14da7fe64ef.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/5bb83d413cb35f18_9740a14da7fe64ef.mp4","start_s":0.0,"end_s":213.0,"frame_interval_s":1.0,"n_frames":null,"frames_dir":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_frames/conditional_proactive_bench/Reactive_under_Criterion/reactive_under_criterion_wearable_ai_extra_next_002","key":"external/5bb83d413cb35f18_9740a14da7fe64ef.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/external/5bb83d413cb35f18_9740a14da7fe64ef.mp4","url":"/media/external/5bb83d413cb35f18_9740a14da7fe64ef.mp4","exists":true},"scenario":{"task":"Replacing a light switch cover plate","goal":"Replace a light switch cover plate with a decorative sports plate.","setting":["indoor bedroom wall","light switch","decorative sports switch plate cover","screwdriver","screws"],"persona":"DIY homeowner"},"user_request":{"brief":null,"default":"I'm replacing this light switch cover plate. Walk me through the steps and tell me what to do next as I complete each one.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"I'm replacing this light switch cover plate. Walk me through the steps and tell me what to do next as I complete each one.","type":"proactive","criterion_type":"next_step_guidance"},{"t_s":18,"text":"Where is the circuit breaker panel located?","type":"reactive","criterion_type":null},{"t_s":58,"text":"Did I remove all the screws from the wall plate?","type":"reactive","criterion_type":null},{"t_s":132,"text":"Have I installed the bottom screw on the new cover plate yet?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"next_step_guidance","window_unified":{"start_s":35.0,"optimal_s":37.0,"end_s":40.0},"at_frame":null,"evidence":"The user is positioning the screwdriver on the old switch plate to remove it.","necessity":"required","answer":{"reference":"Unscrew the top and bottom screws to remove the old faceplate.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":1,"criterion_type":"next_step_guidance","window_unified":{"start_s":77.0,"optimal_s":79.0,"end_s":82.0},"at_frame":null,"evidence":"The old faceplate has been completely removed from the wall.","necessity":"required","answer":{"reference":"Now align your new decorative switch plate over the light switch.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":2,"criterion_type":"next_step_guidance","window_unified":{"start_s":184.0,"optimal_s":186.0,"end_s":189.0},"at_frame":null,"evidence":"The new switch plate has been fully screwed into place.","necessity":"required","answer":{"reference":"Now head back to the breaker box to turn the power back on.","key_facts":null},"answer_original":null,"gold_source":"agent"},{"index":3,"criterion_type":"next_step_guidance","window_unified":{"start_s":195.0,"optimal_s":197.0,"end_s":200.0},"at_frame":null,"evidence":"The user has returned to the open electrical breaker panel.","necessity":"required","answer":{"reference":"Flip the circuit breaker back on, then test the light switch.","key_facts":null},"answer_original":null,"gold_source":"agent"}],"reactive_points":[{"trigger_time_s":18,"text":"It's on the wall in the living room next to the framed pictures.","accepted":["It's on the wall in the living room next to the framed pictures.","On the living room wall next to the framed art","In the living room on the wall by the picture frames","It is on the wall in the living room beside the pictures","In the living room next to the framed artwork","On the wall in the living room near the pictures"]},{"trigger_time_s":58,"text":"Yes, both screws have been removed.","accepted":["Yes, both screws have been removed.","Yes, both screws are out.","Yes, you removed both screws.","Yes, all screws are removed.","Yes, you've taken out both screws.","Yes, both screws were removed."]},{"trigger_time_s":132,"text":"No, you are currently tightening the top screw.","accepted":["No, you are currently tightening the top screw.","No, you're still working on the top screw.","No, you have only put in the top screw so far.","Not yet, you are currently on the top screw.","No, the bottom screw hasn't been put in yet.","No, you are tightening the top screw first.","Not yet, you're still tightening the top screw."]}],"distractors":[],"criteria":["next_step_guidance"],"criteria_combo":"under:next+reactive x3","provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":null,"unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_G.jsonl","_src_line":337,"dup_id_group":null,"sample_id":"RUC__re_g_cpb_reactive_under_criterion_wearable_ai_extra_next_002","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["next_step_guidance"],"turn_index":0}]},"review":null}
1487
+ {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0634","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0634","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/vsi","original_id":"ruc_stage2_20260812_0634","video":{"name":"scene0697_02.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","start_s":0.0,"end_s":120.83,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"VSI-Bench/scene0697_02.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/scene0697_02.mp4","url":"/media/VSI-Bench/scene0697_02.mp4","exists":true},"scenario":{"task":"Reviewing a routine walkthrough recording of a furnished bedroom","goal":"Conduct a thorough visual inspection of the bedroom to assess its current state, accurately capturing the room's condition and readiness for use.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Let me know whenever you notice anything noteworthy about the room's details or condition during the bedroom walkthrough.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Let me know whenever you notice anything noteworthy about the room's details or condition during the bedroom walkthrough.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":78.5,"text":"What is laid out on the floor in the corner of the bedroom?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":10.0,"optimal_s":12.0,"end_s":15.0},"at_frame":null,"evidence":"The main bed has tangled floral duvets and rumpled pillows, indicating an unmade sleeping area.","necessity":"required","answer":{"reference":"Notice that the main bed is completely unmade, with the floral duvet and pillows left tangled.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":30.0,"optimal_s":32.0,"end_s":35.0},"at_frame":null,"evidence":"Dresser top is cluttered with stacked books and toys, and loose items are left on the carpet baseboard.","necessity":"required","answer":{"reference":"The top of that wooden dresser is cluttered with items, and there are some loose things scattered on the carpet nearby.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":56.0,"optimal_s":58.0,"end_s":61.0},"at_frame":null,"evidence":"An additional floor mattress covered in a white sheet with a backrest pillow is laid out on the floor beside the dollhouse.","necessity":"required","answer":{"reference":"There's an extra mattress set up on the floor by the dollhouse, which is an unusual arrangement to note for this space.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":3,"criterion_type":"goal_event_notify","window_unified":{"start_s":96.0,"optimal_s":99.0,"end_s":101.0},"at_frame":null,"evidence":"Red and light blue clothing items are lying on the floor in front of the large wooden dresser.","necessity":"required","answer":{"reference":"There are some clothes scattered on the carpet right below the tall dresser with the TV.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":4,"criterion_type":"goal_event_notify","window_unified":{"start_s":102.0,"optimal_s":104.0,"end_s":107.0},"at_frame":null,"evidence":"The white bi-fold closet doors are standing open, showing clothes on hangers and shoes on the floor.","necessity":"required","answer":{"reference":"The bi-fold closet doors have been left wide open, exposing the hanging clothes and shoes inside.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":78.5,"text":"A mattress covered in a white sheet.","accepted":["A mattress with a white fitted sheet","An extra mattress on the carpet","A white floor mattress"]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":63,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0634","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1488
  {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0943","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0943","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/vsi","original_id":"ruc_stage2_20260812_0943","video":{"name":"42446056.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","start_s":0.0,"end_s":372.17,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"VSI-Bench/42446056.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/VSI-Bench/42446056.mp4","url":"/media/VSI-Bench/42446056.mp4","exists":true},"scenario":{"task":"Reviewing a visual walkthrough of a child's bedroom","goal":"Carefully inspect the room to determine exactly how many chairs are present, thoroughly checking all areas so the final count is completely accurate.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Tell me whenever you see a chair in the room.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Tell me whenever you see a chair in the room.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":127.0,"text":"What is on the floor between the two beds?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":42.0,"optimal_s":44.0,"end_s":47.0},"at_frame":null,"evidence":"Black padded rocking chair with curved wooden armrests and a striped blanket folded on the seat","necessity":"required","answer":{"reference":"There is your first chair: a black wooden rocking chair with folded blankets on the seat.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":208.0,"optimal_s":210.0,"end_s":213.0},"at_frame":null,"evidence":"The camera tilts down to reveal a beige wooden armchair heavily obscured by blankets, dolls, and plush toys sitting next to the red table.","necessity":"required","answer":{"reference":"You can see the second chair next to the red table, a beige wooden armchair covered in plush toys and blankets.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":222.0,"optimal_s":224.0,"end_s":227.0},"at_frame":null,"evidence":"A small children's chair woven with multi-colored rainbow plastic strips is clearly visible next to the red plastic table.","necessity":"required","answer":{"reference":"Right next to that is a third chair, a small one woven with rainbow-colored strips. That brings your count to three.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":127.0,"text":"A large stuffed unicorn","accepted":["A plush white unicorn","A stuffed unicorn toy","A large plush unicorn"]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":372,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0943","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1489
  {"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0988","group":"RUC","subclass":"M","review_status":"unreviewed","video_uri":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","sample":{"id":"re_m_cpb_ruc_stage2_20260812_0988","category":"Reactive_under_Criterion","task_family":"M","source_dataset":"cpbench/pvb/M/mlvu_anomaly","original_id":"ruc_stage2_20260812_0988","video":{"name":"surveil_72.mp4","local_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","start_s":0.0,"end_s":193.71,"frame_interval_s":1.0,"n_frames":null,"frames_dir":null,"key":"MLVU/surveil_72.mp4","abs_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/videos/MLVU/surveil_72.mp4","url":"/media/MLVU/surveil_72.mp4","exists":true},"scenario":{"task":"Reviewing nighttime surveillance footage of a parking garage.","goal":"Review the surveillance footage to determine if any anomalies or security incidents occur. A successful review correctly identifies the presence and specific type of any unusual activity.","setting":null,"persona":null},"user_request":{"brief":null,"default":"Please let me know whenever any unusual activity or security incident occurs in the parking garage footage.","detailed":null,"latent_intents":null,"turns":[{"t_s":0,"text":"Please let me know whenever any unusual activity or security incident occurs in the parking garage footage.","type":"proactive","criterion_type":"goal_event_notify"},{"t_s":96.0,"text":"Is anyone visible in the parking garage right now?","type":"reactive","criterion_type":null}]},"help_points":[{"index":0,"criterion_type":"goal_event_notify","window_unified":{"start_s":38.0,"optimal_s":40.0,"end_s":43.0},"at_frame":null,"evidence":"A man wearing a patterned shirt appears walking across the parking structure directly toward the camera view at frame 20.","necessity":"required","answer":{"reference":"A pedestrian in a patterned shirt is walking straight toward the camera.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":1,"criterion_type":"goal_event_notify","window_unified":{"start_s":150.0,"optimal_s":152.0,"end_s":155.0},"at_frame":null,"evidence":"An individual wearing a patterned/striped top appears at the far left edge of the frame moving towards the camera equipment area.","necessity":"required","answer":{"reference":"The person in the patterned shirt has re-entered from the left and is approaching the camera again.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"},{"index":2,"criterion_type":"goal_event_notify","window_unified":{"start_s":174.0,"optimal_s":176.0,"end_s":179.0},"at_frame":null,"evidence":"In frame 88, a human hand covers the camera lens, disrupting the video feed.","necessity":"required","answer":{"reference":"A hand has reached up and covered the camera lens, disrupting the video feed.","key_facts":null},"answer_original":null,"gold_source":"pvb_optimized_annotation"}],"reactive_points":[{"trigger_time_s":96.0,"text":"No, there is currently no one visible in the parking garage.","accepted":["No one is currently visible in the parking garage.","The parking garage appears empty right now.","No, no people are visible in the frame."]}],"distractors":[],"criteria":["goal_event_notify"],"criteria_combo":null,"provenance":{"origin":"ConditionalProactiveBench","original_path":"/home/chengzhiliu_google_com/code/Summer/eval/UnifiedProactiveBench/data/full_benchmark/cpb_source_release/conditional_proactive_bench/three_task_5000_20260812_v1/RUC.json","build_model":"gemini-3.6-flash","unified_timing_schema":"window_unified/start-optimal-end/v1"},"_src_file":"RUC_M.jsonl","_src_line":417,"dup_id_group":null,"sample_id":"RUC__re_m_cpb_ruc_stage2_20260812_0988","cat_code":"RUC","criteria_timeline":[{"from_s":0.0,"to_s":null,"active":["goal_event_notify"],"turn_index":0}]},"review":null}
1490
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