Ego4D
Benchmarks
TaskDatasetSOTA resultTrendResults
MMG-Ego4D 1.0 (test)
63Accuracy (5-way 5-shot)
13
Ego4D (test)
75Accuracy
13
Ego4D NLQ v1 (val)
18.81R@1 (IoU=0.3)
12
Ego4D (test)
52.7Accuracy
12
Ego4D v1.0 (test)
66.5Accuracy
12
Ego4D (test)
55.1Accuracy
12
Ego4D (val)
76.2Accuracy
12
Ego4D Goalstep (test)
23.2R@1 (Th=0.3)
11
Ego4D
78.48Semantic Similarity Score
10
Ego4D
75.05Semantic Similarity Score
10
Ego4D NLQ 5% fraction (val)
20.01Recall@1 (R1)
10
Ego4D v2 (test)
0.65Noun ED
10
Ego4D (test)
0.66PNR Error (s)
10
Ego4D OVQ2D 1.0 (test)
73.2tAP@0.25
9
Ego4D
0.61Localization Error
9
Ego4D
0.725Verbs Error Distance (ED)
9
Ego4D
76.42Accuracy
9
Ego4D
3.94Subjective Guidance Quality (1-5)
9
Ego4D
8.6Accuracy
9
Ego4D NLQ
16.37Recall@1 (tIoU=0.3)
9
Ego4D
65.1STI Accuracy
9
Ego4D
25.66Average Recall
9
Ego4D
33.8mAP (Noun)
9
Ego4D
0.555Accuracy
9
Ego4D-STA v1 (test)
34.06mAP (N)
9