Ego4D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Ego4D (test)
19.8PSNR
5
Ego4D NLQ (test)
7.56R@0.3
5
Ego4D-NLQ (val)
7.28R@0.3
5
Ego4D NLQ (challenge)
23.28R@0.3
5
LEGO Ego4D (test)
20.96FID
4
Ego4D (held-out)
19.84PSNR
4
Ego4D STA 1.0 (test)
5.4Overall Top-5 mAP
4
Ego4D v1 (test)
9.64MACs
4
Ego4D
71.09Verbal Score
4
Ego4D Goal-Step (val)
42.61Recall@1 (IoU=0.3)
4
Ego4D v1 (test)
23.25mAP
4
Ego4D v1 (val)
14.48Recall@1 (T=30)
4
Ego4D v1 (val)
24.12mAP
4
Ego4D
77.2Accuracy
4
Ego4D HCap (test)
98.35CIDEr
4
Ego4D t+4
0.055In-Stream Score
4
Ego4D t+1
0.018In-Stream Metric
4
Ego4D EASG 1.0
5,160R@10
4
Ego4D (val)
11.9mR@1
4
Ego4D VQ2D (test)
32tAP@0.25
4
Ego4D (test)
58mAP
4
LEGO Ego4D
25.02BLIP-B Score
3
Ego4D
0.136ADE
3
Ego4D (test)
52.4Recall@1
3
Ego4D-M
64.54mIoU
3