Ego4D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Ego4D (test)
0.401F1 Score
9
Ego4D NLQ v2 (val)
31.63R@1 (IoU=0.3)
9
Ego4D Audio-Visual benchmark
77.8mAP
9
Ego4D (novel classes (unseen))
24.29Shared Score
9
Ego4D (E4D) novel classes (unseen)
19.66Shared Class Score
9
Ego4D (test)
74.1Verb Anticipation Accuracy
9
Ego4D HAR
52.58Accuracy
8
Ego4D NLQ (test)
53.47Recall@5 (IoU=0.3)
8
Ego4D-STA v2 (test)
42.07mAP (Noun)
8
Ego4D NLQ v1 (test)
22.13R@1 (IoU=0.3)
8
Ego4D NLQ 1.0 (test)
7.3Recall@0.3
8
Ego4D MQ 1.0 (test)
28.8AP @ IoU 0.1
8
Ego4D v1 (val)
40.5AP
8
Ego4D-HCap v1 (test)
31.06CIDEr
8
Ego4D HCap v1 (test)
46.88CIDEr
8
Ego4D-EASG 1.0
94.4Recall@10
8
Ego4D-Moment Queries 1.0 (val)
24.15Average mAP
8
EGO4D v2 (test)
34.89Noun Top-5 mAP
8
Ego4D v1 (val)
31tAP@0.25
8
HInt Ego4D Occluded Joints (test)
25.2PCK@0.05
8
HInt Ego4D Visible Joints (test)
56PCK @ 0.05
8
HInt Ego4D All Joints (test)
41.7PCK @ 0.05
8
Ego4D v1 (test)
46.88CIDEr
7
Ego4D-derived (test)
45.7F1 (macro)
7
Ego4D QnF
33.1Recall@1 (IoU=0.3)
7