Action Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
96.2Accuracy
50
Feb 26, 2026
94.6Accuracy
50
Feb 26, 2026
91.7Accuracy
50
Apr 21, 2026
64.4Accuracy
49
Apr 2, 2026
64.06Prediction Accuracy
48
Jun 25, 2026
99.55-shot Accuracy
48
Mar 19, 2026
87.4Top-1 Acc
48
Mar 31, 2026
57.2Top-1 Acc
48
Feb 26, 2026
69.06Average Comparison Score
47
Jun 2, 2026
75.7Accuracy (Gaussian)
46
Apr 23, 2026
96.7Accuracy (UCF -> HMDB)
46
Feb 26, 2026
93.99Mean Accuracy
45
Feb 26, 2026
99.6Top-1 Acc
44
Feb 26, 2026
52.1Accuracy
44
Feb 26, 2026
99.6Base Accuracy
44
May 25, 2026
97.4Top-1 Accuracy
44
Feb 26, 2026
79.1Accuracy
43
Apr 2, 2026
97.5Top-1 Acc
43
Mar 19, 2026
91.6Accuracy
42
Jun 4, 2026
64.3Accuracy
42
Feb 26, 2026
66.7Top-1 Acc (5-way 1-shot)
42
Mar 19, 2026
96.3Base Accuracy
42
Apr 21, 2026
97.3Accuracy
42
Feb 26, 2026
84.8mAP (Mean Average Precision)
42
Feb 26, 2026
75.7Top-1 Accuracy
41
Mar 31, 2026