Dataset

EgoVerse

An open-source, consortium-built ecosystem for robot learning from egocentric human demonstrations.

open sourcesample readyModel hawor-cvpr-2025
Source dataset reference
Videos
360
Steps
360
Evaluation packs
4
Technical quality
48.4
Annotation quality
85.0
Hand signal
9.7
Motion density
72.9

Ranked Categories

Public scorecards

Overall QualityProvisional

100.0

360 clips · 2073 votes · 4 raters

Hand-Object Interaction
100.0
Hand-Object InteractionReady

100.0

360 clips · 2073 votes · 4 raters

Reviewed clean confidence
99.0%
Reviewed clip coverage
100.0%
Confirmed issue rate
0.0%
Confirmed clean clips
360
Confirmed issue clips
0
Needs more votes
0
Verdicts
2073

Diagnostics

Non-ranked dataset signals

TrackabilityReady

68.8

200 clips · model hawor-cvpr-2025

Lost-track rate
20.0%
Relocalizations / min
2.7
IMU-only fraction
20.0%
Median feature count
96
Static pose jitter
0.90 cm
HygieneReady

70.2

200 clips · model hawor-cvpr-2025

Blur score
60.0%
Exposure score
70.0%
Dropped frame rate
0.0%
Sync offset
49 ms
Calibration completeness
70.0%
Hand SignalReady

35.9

200 clips · model hawor-cvpr-2025

Visible-hand fraction
20.0%
Mean joint confidence
50.0%
Hand temporal stability
60.0%
Interaction DensityReady

36.1

200 clips · model hawor-cvpr-2025

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

60.3

200 clips · model hawor-cvpr-2025

Task-tag coverage
50.0%
Asset-title diversity
30.0%
Video coverage
100.0%
Step coverage
70.0%

Evaluation Packs

Dataset drilldowns