Dataset

HA-Ego-Samples

A large-scale human sensorimotor effort collecting multimodal first-person recordings of real human activity.

open sourcebattle readyModel hawor-cvpr-2025
Source dataset reference
Videos
1K
Steps
1K
Evaluation packs
4
Technical quality
84.0
Annotation quality
85.0
Hand signal
8.0
Motion density
72.4

Ranked Categories

Public scorecards

Overall QualityProvisional

85.1

956 clips · 9192 votes · 326 raters

Hand-Object Interaction
85.1
Hand-Object InteractionProvisional

85.1

956 clips · 9192 votes · 326 raters

Reviewed clean confidence
88.2%
Reviewed clip coverage
95.6%
Confirmed issue rate
10.5%
Confirmed clean clips
851
Confirmed issue clips
105
Needs more votes
44
Verdicts
9192

Diagnostics

Non-ranked dataset signals

TrackabilityReady

84.5

200 clips · model hawor-cvpr-2025

Lost-track rate
10.0%
Relocalizations / min
1.4
IMU-only fraction
10.0%
Median feature count
129
Static pose jitter
0.50 cm
HygieneReady

82.7

200 clips · model hawor-cvpr-2025

Blur score
80.0%
Exposure score
80.0%
Dropped frame rate
0.0%
Sync offset
29 ms
Calibration completeness
80.0%
Hand SignalReady

27.7

200 clips · model hawor-cvpr-2025

Visible-hand fraction
20.0%
Mean joint confidence
30.0%
Hand temporal stability
40.0%
Interaction DensityReady

36.0

200 clips · model hawor-cvpr-2025

Hand-object co-presence
40.0%
Near-contact fraction
30.0%
Coverage / DiversityReady

57.5

200 clips · model hawor-cvpr-2025

Task-tag coverage
50.0%
Asset-title diversity
0.0%
Video coverage
100.0%
Step coverage
100.0%

Evaluation Packs

Dataset drilldowns