Human Activity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96.65Accuracy
24
Feb 26, 2026
89.1Macro F1
23
Apr 7, 2026
89.39Accuracy
22
Feb 26, 2026
59.4Accuracy
20
Apr 29, 2026
70.5Macro-F1
20
May 20, 2026
99Accuracy
19
Jul 7, 2026
0.08Energy Consumption (µJ)
19
Apr 14, 2026
0.07Energy Consumption (µJ)
19
Apr 14, 2026
0.37Energy Consumption (µJ)
19
Apr 14, 2026
0.25Energy Consumption (µJ)
19
Apr 14, 2026
0.4Energy Consumption (µJ)
19
Apr 14, 2026
79.72Accuracy
19
May 26, 2026
0.014Prediction Error (eps=0.00)
17
Jul 7, 2026
96.33Accuracy
17
May 13, 2026
89.7F1 Score
16
May 5, 2026
0.21Inference latency (ms)
16
Mar 30, 2026
72Accuracy
16
Feb 26, 2026
98Accuracy
16
Feb 26, 2026
95.87F1 Score
15
Jul 7, 2026
82.6F1 Score
15
Jul 7, 2026
81.6Accuracy
14
Apr 14, 2026
84.2Accuracy
14
Apr 14, 2026
65.6Accuracy
14
Apr 14, 2026
86.3Accuracy
14
Apr 14, 2026
60Accuracy
14
Apr 14, 2026