Action Anticipation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
27.6Overall Action Top-5 Recall
70
Mar 4, 2026
46.29MoC Accuracy
64
Feb 26, 2026
35.02Anticipation Accuracy
64
Feb 26, 2026
32.27MoC Accuracy
64
Feb 26, 2026
23.17MoC Accuracy
56
Feb 26, 2026
39.54MoC Accuracy
56
Feb 26, 2026
0.326MoC Accuracy
56
Feb 26, 2026
22.7Top-1 Acc
48
Mar 4, 2026
52.54mCR@5 (Overall Verb)
48
May 21, 2026
41.41Top-1 Acc (Verb)
47
Feb 26, 2026
40.2Top-5 Action Accuracy
28
Feb 26, 2026
74.59Top-5 Action Accuracy
27
Feb 26, 2026
51.56Top-1 Acc (Verb)
27
Feb 26, 2026
82.6mcAP
22
Feb 26, 2026
79.3Top-1 Acc (Verb)
21
Jul 7, 2026
48.48Top-5 Recall (Noun)
18
Mar 11, 2026
79.03Noun Top-5 Recall
18
Mar 11, 2026
33.23Noun Top-1 Recall
18
Mar 11, 2026
32.5Verb Recall@5
15
Feb 26, 2026
61.9mAP (Avg)
14
Feb 26, 2026
54.2mAP
14
Feb 26, 2026
58.2mAP
11
Feb 26, 2026
27.95Overall Action MT5R
10
Jun 2, 2026
27.95Overall Score
10
May 21, 2026
72.93Top-5 Acc (Ta=1.0s)
10
Feb 27, 2026