HHAR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Activity Recognition | HHAR (test) | Mean F1 Score89.01 | 46 | |
| Human Activity Recognition | HHAR SA | Accuracy98.16 | 11 | |
| Time Series Classification | HHAR-OOD | Accuracy56.04 | 11 | |
| Human Activity Recognition | HHAR OOD | Accuracy58.22 | 11 | |
| Human Activity Recognition | HHAR | F1 Score96.6 | 11 | |
| Activity Recognition | HHAR Oracle train-domain (val) | Nexus 4 Accuracy98.91 | 7 | |
| Activity Recognition | HHAR Train-domain (val) | Nexus 4 Accuracy98.91 | 7 | |
| Universal Domain Adaptation | HHAR | Transfer Accuracy (Source 0 → Target 2)47 | 6 | |
| Activity Classification | HHAR unseen | F1 Score75 | 5 | |
| Activity Classification | HHAR seen | F1 Score98 | 4 |
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