Action Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.25Accuracy (HMDB51)
78
Feb 26, 2026
73.3Accuracy
77
Jun 26, 2026
89.83Base Accuracy
75
Mar 18, 2026
94.5Accuracy
74
Mar 11, 2026
84Top-1 Accuracy
74
Mar 17, 2026
88.88Top-1 Acc
73
Apr 21, 2026
79.99Top-1 Acc
72
Apr 21, 2026
63.6mAP
69
Feb 26, 2026
55.6Accuracy
68
Mar 6, 2026
91.9Top-1 Acc
68
Feb 26, 2026
78.9Accuracy
66
Apr 2, 2026
97.5Accuracy
66
May 22, 2026
76.9Accuracy
65
May 28, 2026
42.82Pred. Acc. Verb
64
Jun 25, 2026
0.623mAP
64
Feb 26, 2026
81.3Mean Accuracy
61
Feb 26, 2026
96.45Accuracy
61
Mar 31, 2026
99.7Accuracy
60
Apr 21, 2026
79.3Accuracy
58
Mar 30, 2026
73.1Accuracy
58
Jun 26, 2026
92.5Accuracy
55
May 25, 2026
0.663mAP
53
Feb 26, 2026
53.1Top-1 Accuracy
53
Feb 26, 2026
45.2mAP
52
Feb 26, 2026
92.3Base Accuracy
51
May 25, 2026