Ego4D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Ego4D-M (test)
19.14MAE (frames)
3
Ego4D-M (test)
57.55F1@.5
3
OVR-Ego4D (test)
1.6RMSE
3
Ego4D v1 (test)
14.16R@1 (30s)
3
EGO4D v2 (val)
21Top-5 Noun mAP
3
Ego4D (val)
31.26AP
3
EGO4D
301.7FVD
2
Ego4D
25.01mAP (Noun)
2
Ego4D mini (HomeWalk)
25.93CorLoc
2
Ego4D Driving mini
16.61CorLoc
2
Ego4D mini (Kitchen)
11.63CorLoc (%)
2
Ego4D (test)
24.69N
2
Ego4D (val)
17.55N
2
Ego4D IMU (val)
25Top-1 Accuracy
2
Ego4D (test)
4.46L2 Error
2
Ego4D
55.23WER
2
Ego4D v1 (test)
81.92Success Rate
1
Ego4D (val)
28.02Recall@1 (IoU=0.3)
1