Human Activity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.8F1
94
Feb 26, 2026
100Accuracy
93
Apr 3, 2026
97.76Accuracy
86
May 22, 2026
92.17F1 Score
78
Feb 26, 2026
93.64F1 Score
78
Feb 26, 2026
93.8Accuracy
73
May 12, 2026
98.6Accuracy
66
Jul 7, 2026
94.29Macro F1
51
Jul 7, 2026
94.51Accuracy
50
Feb 26, 2026
95.87Accuracy
45
Apr 8, 2026
96.6Accuracy
39
Jul 7, 2026
81.86F1 Score
36
Feb 26, 2026
90.9Accuracy
33
May 22, 2026
72Macro F1
33
Jul 7, 2026
70.09Accuracy
30
Jun 2, 2026
0.05Total Energy (µJ)
29
Apr 14, 2026
97.01Macro F1
29
May 20, 2026
93.03Macro-F1
29
May 20, 2026
60.27Micro F1 Score
28
Jun 15, 2026
0.844Micro F1 Score
28
Jun 15, 2026
86.96Micro F1 Score
28
Jun 15, 2026
0.27Total Energy (µJ)
28
Apr 14, 2026
98Accuracy
28
Mar 4, 2026
0.912HR
24
Feb 26, 2026
92.47Accuracy
24
Feb 26, 2026