Human Activity Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
8.12Macro F1 Gain
6
Jun 4, 2026
33.44Macro F1 Gain
6
Jun 4, 2026
23.42Macro-F1 Gain
6
Jun 4, 2026
94.87Accuracy (Test Set)
6
Jun 4, 2026
63.51Accuracy
6
Jun 2, 2026
70.71Accuracy
6
Apr 10, 2026
81.97Accuracy
6
Apr 10, 2026
75.45Accuracy
6
Apr 10, 2026
86.87Accuracy
6
Apr 10, 2026
79.91Accuracy
6
Apr 10, 2026
84.6Accuracy
6
Apr 10, 2026
92.25Accuracy
6
Apr 24, 2026
97.1Accuracy
6
Mar 6, 2026
87.03Accuracy
6
Mar 6, 2026
86.17F1 Score
6
Feb 26, 2026
69.14F1 Score
6
Feb 26, 2026
41.57Accuracy
6
Feb 26, 2026
38.17Accuracy
6
Feb 26, 2026
6ECE
5
May 20, 2026
0.2ECE
5
May 20, 2026
0.17ECE
5
May 20, 2026
0.07ECE
5
May 20, 2026
94.88Weighted F1
5
May 13, 2026
98.43Weighted F1
5
May 13, 2026
0.47Energy per Inference (mJ)
5
May 1, 2026