Datasets:
eidon-ai
/
tracker-pov

Dataset card Data Studio Files
xet
 Community
1
video
video
recording_id
int64
contributor_id
int64
duration_seconds
float64
task_type
string
recorded_at
string
sensor_schema_version
int64
qc_status
string
video_bytes
int64
sensor_bytes
int64
good_frame_percent
float64
hand_presence_ratio
float64
stability_score
float64
lighting_score
float64
average_brightness
float64
average_optical_flow
float64
good_duration_seconds
float64
frames_sampled
int64
reject_reasons
list
flag_reasons
list
objects_detected
list
valid_reasons
list
video_width
int64
video_height
int64
video_fps
float64
video_duration_seconds
float64
n_slots
int64
has_chest
bool
has_raw_motion
bool
n_snapshots
int64
1
1
12
cooking
2025-10-22T05:31:47.911Z
1
flagged
29,123,420
191,871
0.33
0.33
1
1
0
0
3.793966
3
[]
[ "Expected task is 'cooking' but frames show object inspection/unpacking (portable stove, dishes, cables)", "No cooking activity visible — no food preparation, cooking utensils in use, or heat sources being engaged", "Hand presence is below 0.22 threshold in majority of frames (frames 1–2 show no hands; frame 3 ...
[]
[]
1,920
1,080
29.917
11.5
7
true
false
293
2
1
7
cooking
2025-10-22T05:32:43.980Z
1
valid
16,533,317
112,211
0.5
0.5
1
1
0
0
3.2585
2
[]
[]
[]
[]
1,920
1,080
29.917
6.52
7
true
false
171
3
1
6
cooking
2025-10-22T05:34:15.282Z
1
flagged
14,048,993
96,352
0.15
0.15
1
1
0
0
0.827137
2
[]
[ "Hand presence below 0.22 threshold (estimated ~0.15 across frames)", "Hands visible only as partial/edge presence in spatula handle", "Task match confirmed: cooking setup with pan on heat source, oil/liquid in pan, utensil present" ]
[]
[]
1,920
1,080
29.917
5.52
7
true
false
147
4
1
7
cooking
2025-10-22T05:35:31.676Z
1
flagged
16,575,269
111,576
0.15
0.15
1
1
0
0
0.977518
2
[]
[ "Hand presence below acceptable threshold (0.15 < 0.22)", "Only partial hand visibility in frames (mostly shows wok/pan setup)", "Task match confirmed: cooking scene with active wok on stovetop" ]
[]
[]
1,920
1,080
29.917
6.52
7
true
false
171
5
2
35
making_the_bed
2025-10-23T08:29:11.997Z
1
valid
73,191,696
397,059
0.86
0.86
1
1
0
0
29.340362
7
[]
[]
[]
[]
1,920
1,080
29.97
34.12
5
false
false
838
6
3
96
cleaning
2025-10-23T13:05:13.798Z
1
flagged
751,493,550
1,527,127
0.85
0.85
1
1
0
0
81.424286
20
[]
[ "Expected task is 'cleaning' but frames show unpackaging/handling of wipes/cleaning products on a desk workspace—not active cleaning of a surface or environment", "Activity appears to be product inspection or organization rather than actual cleaning work", "Majority of frames show hands manipulating items on a ...
[]
[]
3,840
2,160
30
95.81
7
true
false
2,344
7
4
8
cleaning
2025-10-23T14:43:37.682Z
1
invalid
38,245,200
122,469
0
0
1
1
0
0
0
2
[ "No hands visible in either frame", "Activity shown is organizing/sorting items on a shelf, not cleaning", "Hand presence ratio below 0.12 threshold" ]
[]
[]
[]
3,840
2,160
29.583
7.14
7
true
false
187
8
4
33
folding_laundry
2025-10-23T14:45:31.110Z
1
valid
171,092,281
518,322
0.86
0.86
1
1
0
0
27.598833
7
[]
[]
[]
[]
3,840
2,160
29.583
32.09
7
true
false
795
9
4
26
cleaning
2025-10-23T14:49:04.522Z
1
flagged
136,050,923
416,387
0.33
0.33
1
1
0
0
8.40532
6
[]
[ "Expected task is 'cleaning' but frames show organizing/sorting items on a bed, not cleaning activity", "Hand presence is below 0.5 threshold — hands visible in only 2 of 6 frames", "Majority of frames show stationary bed/textile organization rather than active cleaning" ]
[]
[]
3,840
2,160
29.583
25.51
7
true
false
636
10
2
55
cleaning
2025-10-23T15:52:45.234Z
1
flagged
114,958,384
734,905
0.91
0.91
1
1
0
0
48.891934
11
[]
[ "Expected task is 'cleaning' but footage shows folding/handling fabric and organizing small objects (green and red blocks/containers), not cleaning activity", "Hands are consistently visible and in-frame throughout", "Video quality is adequate with expected chest-camera motion blur", "Lighting is sufficient t...
[]
[]
1,920
1,080
29.97
53.77
6
true
false
1,317
11
2
19
cleaning
2025-10-23T15:56:18.567Z
1
flagged
36,614,807
257,221
0.85
0.85
1
1
0
0
15.846626
4
[]
[ "Expected task is 'cleaning', but frames show someone handling/folding fabric and interacting with household items in what appears to be sorting or organizing, not cleaning activity", "Frames 2 and 3 show significant motion blur, though not unrecoverable", "Activity appears to be laundry-related (folding/sortin...
[]
[]
1,920
1,080
29.97
18.64
6
true
false
461
12
3
128
cooking
2025-10-23T15:56:31.149Z
1
valid
1,003,607,039
2,041,332
0.81
0.81
1
1
0
0
103.672764
26
[]
[]
[]
[]
3,840
2,160
30
127.99
7
true
false
3,129
13
3
83
cooking
2025-10-23T16:09:24.097Z
1
valid
649,020,409
1,315,467
0.76
0.76
1
1
0
0
62.872773
17
[]
[]
[]
[]
3,840
2,160
30
82.73
7
true
false
2,024
14
1
23
making_the_bed
2025-10-23T16:49:57.087Z
1
invalid
56,932,355
361,034
0
0
1
1
0
0
0
5
[ "No hands visible in any of the 5 frames (hand_presence_ratio = 0.0 < 0.12 threshold)", "Footage shows bed with patterned blankets and surrounding room, consistent with bed-making task, but hands are completely absent from all frames" ]
[]
[]
[]
1,920
1,080
29.917
22.49
7
true
false
561
15
1
11
making_the_bed
2025-10-23T16:51:56.150Z
1
invalid
26,572,533
173,714
0
0
1
1
0
0
0
3
[ "No hands visible in any of the 3 frames", "Hand presence ratio < 0.12 threshold", "Activity shown (organizing/arranging items on a bed/surface) does not clearly match expected task of making the bed" ]
[]
[]
[]
1,920
1,080
29.917
10.5
7
true
false
269
16
1
8
cooking
2025-10-23T17:17:22.529Z
1
invalid
16,887,028
124,248
0
0
1
1
0
0
0
2
[ "Majority of frames too dark to discern scene content or activity", "No hands visible in any frame", "Cannot assess task match due to extreme underexposure" ]
[]
[]
[]
1,920
1,080
29.917
7.52
7
true
false
196
17
1
6
cooking
2025-10-23T17:18:05.490Z
1
invalid
9,041,096
95,577
0
0
1
1
0
0
0
2
[ "Majority of frames too dark to discern scene content or activity", "No hands visible in any frames", "Cannot determine if cooking task is being performed due to severe underexposure" ]
[]
[]
[]
1,920
1,080
29.917
5.51
7
true
false
147
18
4
44
doing_the_dishes
2025-10-23T17:41:57.512Z
1
valid
229,758,471
698,257
0.89
0.89
1
1
0
0
38.392761
9
[]
[]
[]
[]
3,840
2,160
29.583
43.16
7
true
false
1,065
19
4
26
watering_plants
2025-10-23T17:45:36.238Z
1
flagged
134,512,068
409,142
0.33
0.33
1
1
0
0
8.31611
6
[]
[ "Hand presence ratio (0.33) is below the 0.5 threshold for optimal usability; hands visible in only 2 of 6 frames", "First frame is very dark and blurry, making it difficult to discern task activity", "Occasional motion blur present, though expected for chest-mounted camera during activity" ]
[]
[]
3,840
2,160
29.583
25.2
7
true
false
627
20
4
49
making_the_bed
2025-10-23T17:50:51.663Z
1
valid
258,120,880
777,933
0.6
0.6
1
1
0
0
29.105467
10
[]
[]
[]
[]
3,840
2,160
29.583
48.52
7
true
false
1,191
21
4
47
cleaning
2025-10-23T17:53:58.913Z
1
flagged
246,089,431
742,396
0.7
0.7
1
1
0
0
32.324724
10
[]
[ "Majority of frames significantly blurry and motion-heavy, exceeding normal activity motion blur", "Several frames (2, 3, 4, 8) are nearly unrecoverable due to severe blur and camera shake", "Task match is clear (folding laundry/textiles on bed), but video quality is substantially degraded", "Hands visible in...
[]
[]
3,840
2,160
29.583
46.18
7
true
false
1,135
22
3
115
cleaning
2025-10-23T19:30:04.153Z
1
valid
897,377,559
1,829,345
0.78
0.78
1
1
0
0
89.25176
23
[]
[]
[]
[]
3,840
2,160
30
114.45
7
true
false
2,799
23
3
97
cleaning
2025-10-23T19:42:50.502Z
1
valid
756,008,997
1,541,251
0.55
0.55
1
1
0
0
53.016199
20
[]
[]
[]
[]
3,840
2,160
30
96.4
7
true
false
2,358
24
3
105
cleaning
2025-10-23T19:55:35.283Z
1
valid
817,821,629
1,445,839
0.76
0.76
1
1
0
0
79.237178
21
[]
[]
[]
[]
3,840
2,160
30
104.26
6
false
false
2,551
25
3
96
folding_laundry
2025-10-23T20:36:57.738Z
1
valid
753,542,743
1,530,444
0.75
0.75
1
1
0
0
72.0449
20
[]
[]
[]
[]
3,840
2,160
30
96.07
7
true
false
2,351
26
3
124
cleaning
2025-10-23T20:51:39.163Z
1
valid
966,224,967
1,966,631
0.68
0.68
1
1
0
0
83.747531
25
[]
[]
[]
[]
3,840
2,160
30
123.17
7
true
false
3,011
27
3
112
folding_laundry
2025-10-23T21:01:11.178Z
1
valid
876,817,946
1,783,464
0.78
0.78
1
1
0
0
87.145899
23
[]
[]
[]
[]
3,840
2,160
30
111.74
7
true
false
2,733
28
4
56
folding_laundry
2025-10-24T08:36:50.364Z
1
valid
292,483,676
884,103
0.82
0.82
1
1
0
0
45.012807
11
[]
[]
[]
[]
3,840
2,160
29.583
54.9
7
true
false
1,352
29
4
28
cleaning
2025-10-24T08:38:19.126Z
1
flagged
148,193,013
451,682
0.33
0.33
1
1
0
0
9.174477
6
[]
[ "Expected task is 'cleaning' but frames show packing/organizing items into boxes and handling clothing/textiles on a bed — this is packing or organizing, not cleaning", "Hand presence is low (2 out of 6 frames show clear hand activity); below 0.22 threshold would be invalid, but 0.33 is borderline", "Significan...
[]
[]
3,840
2,160
29.583
27.8
7
true
false
691
30
4
37
making_the_bed
2025-10-24T08:43:50.548Z
1
valid
193,373,652
585,806
0.25
0.25
1
1
0
0
9.070167
8
[]
[]
[]
[]
3,840
2,160
29.583
36.28
7
true
false
897
31
3
126
cooking
2025-10-24T08:53:59.816Z
1
valid
981,791,846
1,993,848
0.65
0.65
1
1
0
0
81.287678
26
[]
[]
[]
[]
3,840
2,160
30
125.06
7
true
false
3,057
32
3
91
cooking
2025-10-24T09:00:27.277Z
1
valid
706,387,642
1,437,157
0.84
0.84
1
1
0
0
75.622708
19
[]
[]
[]
[]
3,840
2,160
30
90.05
7
true
false
2,203
33
3
118
cooking
2025-10-24T14:43:46.969Z
1
flagged
922,496,111
1,874,621
0.92
0.92
1
1
0
0
108.184456
24
[]
[ "Expected task is cooking, but frames show hands manipulating what appears to be foam/cushioning material with red and green plastic tools on a plastic-covered surface — not food preparation", "Activity appears to be crafting, sensory play, or material testing rather than cooking" ]
[]
[]
3,840
2,160
30
117.61
7
true
false
2,875
34
3
83
cooking
2025-10-24T14:51:44.333Z
1
valid
651,395,891
1,330,079
0.94
0.94
1
1
0
0
78.045881
17
[]
[]
[]
[]
3,840
2,160
30
83.03
7
true
false
2,033
35
3
99
cooking
2025-10-24T15:01:18.196Z
1
flagged
771,962,054
1,568,769
0.95
0.95
1
1
0
0
93.505112
20
[]
[ "Expected task is 'cooking', but frames show eating/dining activity with plated food and forks", "Participant is consuming pre-cooked food (fried items on plates) rather than preparing/cooking food", "Activity is eating a meal, not cooking" ]
[]
[]
3,840
2,160
30
98.43
7
true
false
2,408
36
3
70
cooking
2025-10-24T15:15:14.857Z
1
valid
543,949,538
1,106,804
0.79
0.79
1
1
0
0
54.769541
14
[]
[]
[]
[]
3,840
2,160
30
69.33
7
true
false
1,698
37
3
90
cooking
2025-10-24T15:26:00.288Z
1
valid
701,998,102
1,240,153
0.89
0.89
1
1
0
0
79.619815
18
[]
[]
[]
[]
3,840
2,160
30
89.47
6
false
false
2,189
38
2
41
cleaning
2025-10-24T16:38:01.124Z
1
flagged
86,920,601
382,145
0.89
0.89
1
1
0
0
36.063136
9
[]
[ "Expected task is 'cleaning' but frames show organizing/arranging decorative items and household objects on a shelf, not cleaning activity", "Hands are prominently visible and in-frame throughout, but the activity does not match the expected cleaning task", "Some frames are noticeably blurry (frames 5-7) due to...
[]
[]
1,920
1,080
29.97
40.56
4
true
false
995
39
2
41
cleaning
2025-10-24T16:39:50.331Z
1
valid
86,248,984
379,622
0.67
0.67
1
1
0
0
26.992774
9
[]
[]
[]
[]
1,920
1,080
29.97
40.34
4
true
false
990
40
3
124
doing_the_dishes
2025-10-24T23:37:49.801Z
1
valid
969,733,562
1,966,422
0.92
0.92
1
1
0
0
113.704027
25
[]
[]
[]
[]
3,840
2,160
30
123.59
7
true
false
3,022
41
3
131
doing_the_dishes
2025-10-24T23:44:50.323Z
1
valid
1,022,210,153
2,075,312
0.96
0.96
1
1
0
0
125.079264
27
[]
[]
[]
[]
3,840
2,160
30
130.32
7
true
false
3,185
42
3
123
watering_plants
2025-10-25T07:50:35.975Z
1
valid
958,004,007
1,953,032
0.68
0.68
1
1
0
0
83.06574
25
[]
[]
[]
[]
3,840
2,160
30
122.2
7
true
false
2,988
43
3
127
watering_plants
2025-10-25T08:13:45.870Z
1
valid
992,853,650
2,025,696
0.65
0.65
1
1
0
0
82.434611
26
[]
[]
[]
[]
3,840
2,160
30
126.83
7
true
false
3,100
44
3
125
cooking
2025-10-25T08:32:09.788Z
1
valid
976,470,690
1,984,951
0.92
0.92
1
1
0
0
114.562755
25
[]
[]
[]
[]
3,840
2,160
30
124.54
7
true
false
3,045
45
3
102
cooking
2025-10-25T08:39:58.846Z
1
valid
794,980,205
1,617,284
0.76
0.76
1
1
0
0
77.05868
21
[]
[]
[]
[]
3,840
2,160
30
101.4
7
true
false
2,481
46
3
111
cooking
2025-10-25T08:47:14.262Z
1
valid
866,194,462
1,760,881
0.78
0.78
1
1
0
0
86.105994
23
[]
[]
[]
[]
3,840
2,160
30
110.41
7
true
false
2,700
47
3
116
cooking
2025-10-25T16:37:49.881Z
1
valid
904,118,631
1,831,896
0.54
0.54
1
1
0
0
62.20368
24
[]
[]
[]
[]
3,840
2,160
30
115.2
7
true
false
2,817
48
3
85
cooking
2025-10-25T16:44:55.840Z
1
valid
664,462,254
1,348,914
0.89
0.89
1
1
0
0
75.407426
18
[]
[]
[]
[]
3,840
2,160
30
84.74
7
true
false
2,074
49
3
125
cooking
2025-10-25T16:51:16.801Z
1
valid
979,310,411
1,989,770
0.76
0.76
1
1
0
0
94.866721
25
[]
[]
[]
[]
3,840
2,160
30
124.83
7
true
false
3,052
50
2
47
cleaning
2025-10-26T07:51:25.463Z
1
valid
99,339,977
633,228
0.9
0.9
1
1
0
0
41.67997
10
[]
[]
[]
[]
1,920
1,080
29.97
46.33
6
true
false
1,137
51
2
52
cleaning
2025-10-26T07:55:03.045Z
1
flagged
109,520,645
690,918
0.91
0.91
1
1
0
0
46.525317
11
[]
[ "Expected task is 'cleaning', but frames show organizing/arranging spray bottles and handling a cloth or wrap—no active cleaning of surfaces, dishes, or environments", "Activity appears to be product arrangement or craft-like organization rather than household cleaning", "Hands are prominently visible and well-...
[]
[]
1,920
1,080
29.97
51.13
6
true
false
1,253
52
2
57
folding_laundry
2025-10-26T08:00:59.197Z
1
valid
121,629,801
775,553
0.92
0.92
1
1
0
0
52.193052
12
[]
[]
[]
[]
1,920
1,080
30
56.75
5
true
false
1,390
53
2
55
cleaning
2025-10-26T08:05:24.226Z
1
flagged
115,443,315
615,509
0.91
0.91
1
1
0
0
48.953248
11
[]
[ "Expected task is 'cleaning' but frames show bottle cap sorting/organizing activity, not cleaning", "Hands are consistently visible and in-frame throughout", "Video quality is acceptable with expected motion blur from chest-mounted camera", "Scene is well-lit and content is discernible", "Activity shown (ar...
[]
[]
1,920
1,080
29.97
53.79
5
true
false
1,320
54
2
51
doing_the_dishes
2025-10-26T08:39:35.422Z
1
valid
106,843,881
250,927
0.91
0.91
1
1
0
0
45.402226
11
[]
[]
[]
[]
1,920
1,080
30
49.9
2
false
false
1,224
55
2
47
cleaning
2025-10-26T08:41:40.640Z
1
valid
99,286,255
233,058
0.4
0.4
1
1
0
0
18.546138
10
[]
[]
[]
[]
1,920
1,080
30
46.38
2
false
false
1,136
56
2
53
cooking
2025-10-26T08:44:28.742Z
1
valid
112,597,835
266,477
0.95
0.95
1
1
0
0
49.93276
11
[]
[]
[]
[]
1,920
1,080
29.97
52.61
2
false
false
1,289
57
2
59
cleaning
2025-10-26T08:47:34.858Z
1
valid
125,210,038
294,521
0.92
0.92
1
1
0
0
53.849123
12
[]
[]
[]
[]
1,920
1,080
30
58.54
2
false
false
1,432
58
2
101
cooking
2025-10-26T08:54:34.230Z
1
valid
214,971,879
504,660
0.86
0.86
1
1
0
0
86.475207
21
[]
[]
[]
[]
1,920
1,080
29.97
100.59
2
false
false
2,459
59
3
112
cooking
2025-10-26T09:21:05.942Z
1
valid
876,375,282
1,775,996
0.96
0.96
1
1
0
0
107.25648
23
[]
[]
[]
[]
3,840
2,160
30
111.74
7
true
false
2,733
60
3
116
cooking
2025-10-26T09:27:35.936Z
1
valid
907,759,467
1,843,279
0.88
0.88
1
1
0
0
101.838205
24
[]
[]
[]
[]
3,840
2,160
30
115.73
7
true
false
2,830
61
3
123
cooking
2025-10-26T09:36:08.471Z
1
valid
964,617,194
1,964,758
0.92
0.92
1
1
0
0
113.15218
25
[]
[]
[]
[]
3,840
2,160
30
123.02
7
true
false
3,007
62
3
100
cooking
2025-10-26T09:44:16.111Z
1
valid
782,133,499
1,376,131
0.95
0.95
1
1
0
0
94.740112
20
[]
[]
[]
[]
3,840
2,160
30
99.73
6
false
false
2,440
63
3
93
cleaning
2025-10-26T09:50:49.321Z
1
flagged
723,590,665
1,477,632
0.89
0.89
1
1
0
0
82.081971
19
[]
[ "Hands are consistently visible throughout frames, but the activity shown is NOT cleaning", "Frames depict food preparation (chopped vegetables on plates, fruit pieces) and what appears to be playing with toys/blocks (red and green colored objects on wrists)", "Expected task is 'cleaning' but footage shows food...
[]
[]
3,840
2,160
30
92.24
7
true
false
2,257
64
3
129
cooking
2025-10-26T09:58:49.532Z
1
valid
1,010,182,894
2,051,049
0.73
0.73
1
1
0
0
93.993097
26
[]
[]
[]
[]
3,840
2,160
30
128.77
7
true
false
3,148
65
3
124
cooking
2025-10-26T10:05:58.803Z
1
valid
969,294,439
1,969,037
0.88
0.88
1
1
0
0
108.760432
25
[]
[]
[]
[]
3,840
2,160
30
123.61
7
true
false
3,022
66
3
124
cooking
2025-10-26T10:13:14.988Z
1
valid
969,744,215
1,970,050
0.88
0.88
1
1
0
0
108.760432
25
[]
[]
[]
[]
3,840
2,160
30
123.61
7
true
false
3,022
67
3
127
cooking
2025-10-26T10:25:17.063Z
1
valid
997,375,811
2,022,436
0.85
0.85
1
1
0
0
108.02752
26
[]
[]
[]
[]
3,840
2,160
30
127.1
7
true
false
3,108
68
3
129
cooking
2025-10-26T10:40:38.132Z
1
valid
1,009,999,053
1,771,265
0.65
0.65
1
1
0
0
83.692548
26
[]
[]
[]
[]
3,840
2,160
30
128.77
6
false
false
3,148
69
1
17
cooking
2025-10-26T10:41:20.626Z
1
flagged
39,072,803
255,861
0.75
0.75
1
1
0
0
11.580742
4
[]
[ "Expected task is 'cooking' but frames show disassembly/repair of a kitchen appliance (appears to be a blender or food processor)", "Hands are visible and in-frame in most frames, but the activity is maintenance/troubleshooting, not food preparation" ]
[]
[]
1,920
1,080
29.917
15.47
7
true
false
391
70
1
22
cooking
2025-10-26T10:42:16.870Z
1
flagged
54,214,626
349,571
0.4
0.4
1
1
0
0
8.569476
5
[]
[ "Expected task is 'cooking' but frames show examination/inspection of a portable cooking device (camping stove) on a table, not active cooking", "Hands are visible in 2 of 5 frames (40% ratio), which is acceptable but lower-moderate", "Activity appears to be product inspection or setup rather than food preparat...
[]
[]
1,920
1,080
29.917
21.46
7
true
false
537
71
1
6
cooking
2025-10-26T10:44:04.404Z
1
flagged
13,962,230
95,180
0
0
1
1
0
0
0
2
[]
[ "No hands visible in either frame", "Camera is stationary and pointed at a portable gas stove on a table, not actively cooking", "Scene shows setup/preparation stage rather than active cooking task performance", "Expected task is cooking, but no cooking action (food handling, pot/pan use, ingredient interacti...
[]
[]
1,920
1,080
29.917
5.51
7
true
false
147
72
1
11
cooking
2025-10-26T10:44:54.284Z
1
invalid
26,561,188
173,947
0
0
1
1
0
0
0
3
[ "No hands visible in any of the 3 frames", "Expected task is 'cooking' but frames show a portable stove burner on a table with no active cooking or food preparation occurring", "Hand presence ratio below 0.12 threshold" ]
[]
[]
[]
1,920
1,080
29.917
10.5
7
true
false
269
73
1
13
cooking
2025-10-26T10:46:27.780Z
1
flagged
31,624,590
207,142
0.67
0.67
1
1
0
0
8.374784
3
[]
[ "Expected task is cooking, but frames show setup/inspection of a portable camping stove, not active cooking", "Frame 3 is significantly blurred, reducing clarity", "Activity appears to be equipment assembly or inspection rather than food preparation" ]
[]
[]
1,920
1,080
29.917
12.51
7
true
false
318
74
1
12
cooking
2025-10-26T10:47:08.843Z
1
invalid
29,127,454
191,397
0
0
1
1
0
0
0
3
[ "No hands visible in any of the three frames (hand_presence_ratio = 0.0, well below 0.12 threshold)", "Camera is stationary and focused on cookware on stovetop; participant's hands are outside the frame despite active cooking task" ]
[]
[]
[]
1,920
1,080
29.917
11.52
7
true
false
293
75
1
14
cooking
2025-10-26T10:47:48.607Z
1
flagged
34,174,324
222,489
0.33
0.33
1
1
0
0
4.455777
3
[]
[ "Hand presence is borderline low (0.33 ratio; only visible in 1 of 3 frames)", "Expected task is cooking, but frames show: (1) table/workspace, (2) refrigerator interior inspection, (3) floor/room view — no active cooking or food preparation observed", "No cooking equipment, stove, or active food preparation vi...
[]
[]
1,920
1,080
29.917
13.5
7
true
false
342
76
1
14
cooking
2025-10-26T10:48:35.966Z
1
invalid
34,283,677
223,200
0
0
1
1
0
0
0
3
[ "No hands visible in any of the three frames", "Hand presence ratio is 0.0, well below the 0.12 threshold for validity" ]
[]
[]
[]
1,920
1,080
29.917
13.5
7
true
false
342
77
1
14
cooking
2025-10-26T10:49:36.310Z
1
invalid
34,200,613
224,148
0
0
1
1
0
0
0
3
[ "No hands visible in any of the three frames", "Scene shows a desk/table with electronics and items, not a kitchen or cooking setup", "Expected task is cooking; footage shows stationary objects on a table, not food preparation activity" ]
[]
[]
[]
1,920
1,080
29.917
13.51
7
true
false
342
78
1
10
cooking
2025-10-26T10:50:45.397Z
1
flagged
23,861,199
159,211
0.15
0.15
1
1
0
0
1.418737
2
[]
[ "Hand presence below threshold (0.15 < 0.22): only partial hand visible in frame edge in second image", "Task mismatch: frames show a desk/table setup with laptops, water bottle, and personal items — not cooking activity", "Expected task 'cooking' not evident; scene appears to be workspace/office setup" ]
[]
[]
1,920
1,080
29.917
9.47
7
true
false
244
79
2
76
folding_laundry
2025-10-26T10:56:45.799Z
1
valid
160,726,961
1,185,479
0.94
0.94
1
1
0
0
70.617709
16
[]
[]
[]
[]
1,920
1,080
30
75.13
7
true
false
1,838
80
2
87
folding_laundry
2025-10-26T11:05:13.293Z
1
valid
184,715,147
1,362,684
0.89
0.89
1
1
0
0
76.79012
18
[]
[]
[]
[]
1,920
1,080
30
86.29
7
true
false
2,111
81
2
52
cleaning
2025-10-26T11:19:33.058Z
1
valid
110,994,938
844,540
0.82
0.82
1
1
0
0
42.503953
11
[]
[]
[]
[]
1,920
1,080
30
51.85
6
true
false
1,270
82
2
51
cleaning
2025-10-26T11:23:00.313Z
1
valid
108,898,608
805,226
0.91
0.91
1
1
0
0
46.226817
11
[]
[]
[]
[]
1,920
1,080
30
50.82
6
true
false
1,245
83
3
113
doing_the_dishes
2025-10-26T13:20:25.465Z
1
valid
879,685,914
1,788,309
0.87
0.87
1
1
0
0
97.549214
23
[]
[]
[]
[]
3,840
2,160
30
112.15
7
true
false
2,742
84
3
121
doing_the_dishes
2025-10-26T13:25:40.448Z
1
valid
946,523,387
1,922,407
0.88
0.88
1
1
0
0
106.149941
25
[]
[]
[]
[]
3,840
2,160
30
120.63
7
true
false
2,949
85
3
121
doing_the_dishes
2025-10-26T13:32:13.356Z
1
valid
946,669,302
1,922,406
0.92
0.92
1
1
0
0
110.974939
25
[]
[]
[]
[]
3,840
2,160
30
120.63
7
true
false
2,949
86
3
123
doing_the_dishes
2025-10-26T13:39:33.898Z
1
valid
963,739,921
1,959,811
0.88
0.88
1
1
0
0
108.115177
25
[]
[]
[]
[]
3,840
2,160
30
122.88
7
true
false
3,004
87
2
72
cleaning
2025-10-26T16:04:15.143Z
1
flagged
153,129,579
1,125,978
0.87
0.87
1
1
0
0
62.266306
15
[]
[ "Expected task is 'cleaning' but frames show organizing/arranging bottles and containers (appears to be organizing craft supplies or cleaning products by color/type)", "Activity is organizational sorting rather than active cleaning (no sweeping, wiping, scrubbing, or typical household cleaning observed)", "Hand...
[]
[]
1,920
1,080
29.97
71.57
7
true
false
1,751
88
2
106
cleaning
2025-10-26T16:10:28.003Z
1
flagged
225,507,652
1,536,159
0.95
0.95
1
1
0
0
100.214064
22
[]
[ "Expected task is 'cleaning' but frames show inspection/testing of a fire extinguisher (handling, examining nozzle, checking label/mechanisms)", "Activity is equipment maintenance/inspection, not a cleaning task" ]
[]
[]
1,920
1,080
29.97
105.53
6
true
false
2,580
89
2
61
cleaning
2025-10-26T16:15:02.956Z
1
flagged
128,934,329
818,257
0.92
0.92
1
1
0
0
55.352516
13
[]
[ "Expected task is 'cleaning' but frames show folding/organizing laundry (pink and black clothing, socks, shoes)", "Activity is clearly laundry-related, not cleaning" ]
[]
[]
1,920
1,080
30
60.17
6
true
false
1,473
90
2
149
cleaning
2025-10-26T19:07:08.671Z
1
flagged
315,126,284
2,321,380
0.87
0.87
1
1
0
0
128.392106
30
[]
[ "Expected task is 'cleaning' but frames show organization/sorting of books, spray bottles, and containers — not cleaning activity", "Participant is handling and arranging items (books, organizing spray bottles) rather than performing cleaning actions", "First two frames are extremely dark/not usable, reducing v...
[]
[]
1,920
1,080
29.97
147.58
6
true
false
3,606
91
3
123
doing_the_dishes
2025-10-27T18:24:04.834Z
1
valid
962,128,098
1,950,595
0.88
0.88
1
1
0
0
107.939099
25
[]
[]
[]
[]
3,840
2,160
30
122.67
7
true
false
2,999
92
3
124
doing_the_dishes
2025-10-27T18:34:05.283Z
1
valid
969,118,199
1,964,166
0.88
0.88
1
1
0
0
108.643099
25
[]
[]
[]
[]
3,840
2,160
30
123.48
7
true
false
3,019
93
3
81
cleaning
2025-10-27T19:50:35.022Z
1
flagged
632,049,439
1,288,059
0.82
0.82
1
1
0
0
66.079035
17
[]
[ "Expected task is 'cleaning' but frames show playing with toys/organizing toys into a container", "Activity is toy organization/play, not household cleaning", "While hands are clearly visible and footage is usable, the actual activity does not match the expected task label" ]
[]
[]
3,840
2,160
120
80.6
7
true
false
1,973
94
3
131
cleaning
2025-10-27T20:09:20.783Z
1
valid
1,026,053,845
2,088,912
0.48
0.48
1
1
0
0
62.763573
27
[]
[]
[]
[]
3,840
2,160
30
130.76
7
true
false
3,196
95
3
129
cleaning
2025-10-27T20:18:35.021Z
1
valid
1,011,862,705
2,057,808
0.65
0.65
1
1
0
0
83.778926
26
[]
[]
[]
[]
3,840
2,160
30
128.9
7
true
false
3,151
96
3
126
cleaning
2025-10-27T20:29:25.365Z
1
valid
988,292,635
2,011,423
0.88
0.88
1
1
0
0
110.842786
26
[]
[]
[]
[]
3,840
2,160
120
125.97
7
true
false
3,080
97
3
126
cleaning
2025-10-27T20:35:29.527Z
1
valid
986,594,349
2,007,787
0.85
0.85
1
1
0
0
106.885564
26
[]
[]
[]
[]
3,840
2,160
120
125.77
7
true
false
3,075
98
3
125
cleaning
2025-10-27T20:41:31.873Z
1
valid
981,653,663
1,994,751
0.85
0.85
1
1
0
0
106.299187
26
[]
[]
[]
[]
3,840
2,160
120
125.06
7
true
false
3,057
99
3
131
doing_the_dishes
2025-10-28T05:28:09.973Z
1
valid
1,022,565,134
2,078,250
0.85
0.85
1
1
0
0
110.747237
27
[]
[]
[]
[]
3,840
2,160
30
130.3
7
true
false
3,185
100
3
123
doing_the_dishes
2025-10-28T05:39:57.164Z
1
valid
959,453,978
1,944,786
0.88
0.88
1
1
0
0
107.61652
25
[]
[]
[]
[]
3,840
2,160
30
122.3
7
true
false
2,991