Ego4D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Ego4D v1 (test)
67.7FID
7
Ego4D (online evaluation)
41.82F1 Score
7
Ego4D (test)
38.83Recall@1 (IoU=0.3)
7
Ego4D Moment Queries v2.0 (val)
28.08mAP Avg
7
Ego4D 26 (val)
6.04Rank-1 @ IoU 0.3
7
Ego4D
51.07Accuracy
7
Ego4D-Moment Queries v1.0 (test)
23.97Average mAP
7
Ego4D 1.0 (test)
19.33Recall@1 (IoU=0.3)
7
Ego4D v1 (test)
57.93Success Rate
6
Ego4D Narration Stream (Offline)
1.95Perplexity (PPL)
6
Ego4D Narrations Stream
2.88RL Score
6
Ego4D
21mAP
6
Ego4D N=3.88M
8,124Index RSS (MB)
6
Ego4D
1.995Perplexity (PPL)
6
Ego4D GoalStep |V|=310 (test)
82Success Rate (SR)
6
EGO4D LTA challenge (val)
0.659Verb ED
6
Ego4D v2 (val)
62.64Noun ED
6
Ego4D zero-shot
64.75WER
6
Ego4D (first-view)
65.89Accuracy
6
Ego4D
42.7F1 Score
5
Ego4D NLQ
13.8Recall@1 (IoU=0.3)
5
Ego4D derived (test)
56.9F1 (macro)
5
Ego4D
0.176Average Displacement Error (ADE)
5
Ego4D Moment Queries 1.0 (val)
37.68mAP@0.1
5
Ego4D-M (test)
62.03Average Accuracy
5