Human Activity Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
8.1Accuracy
9
May 22, 2026
8.6Accuracy
9
May 22, 2026
27.8Accuracy
9
May 22, 2026
13.1Accuracy
9
May 22, 2026
30.2Accuracy
9
May 22, 2026
56.5Accuracy
9
May 22, 2026
94.12Accuracy
9
Mar 31, 2026
71.28Accuracy (%)
9
Mar 12, 2026
78.1Accuracy
9
Mar 12, 2026
98.8Accuracy
9
Mar 10, 2026
89.84Macro F1 Score
9
Feb 26, 2026
85.83Macro F1
9
Feb 26, 2026
0.951Top-1 Accuracy
9
Feb 26, 2026
67.47Overall Accuracy
8
Feb 26, 2026
97.2Test Accuracy
8
Feb 26, 2026
81.52F1 Score
8
Feb 26, 2026
79.88Accuracy
7
Jul 7, 2026
96.8Accuracy
7
Jul 1, 2026
74.44Accuracy (12→9)
7
Jun 23, 2026
61.2Accuracy (Phase 1 Walk)
7
Apr 29, 2026
88.5Accuracy
7
Apr 28, 2026
85.2Accuracy
7
Apr 28, 2026
75Accuracy
7
Apr 28, 2026
95.7Accuracy
7
Jul 1, 2026
96.1Accuracy
7
Feb 26, 2026