PAMAP2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Physical Activity Recognition | PAMAP2 | Acc88.49 | 50 | |
| Human Activity Recognition | PAMAP2 | F1 Score91.12 | 26 | |
| Activity Recognition | PAMAP2 | Accuracy99.04 | 22 | |
| Human Activity Recognition | PAMAP2 (test) | Accuracy98 | 21 | |
| Anomaly Detection | PAMAP2 (test) | Mean Precision (mPre)96.08 | 11 | |
| Time-series Classification | PAMAP2 | Accuracy97 | 10 | |
| Clustering | PAMAP2 (test) | ARI0.533 | 10 | |
| Classification | PAMAP2 | Accuracy89.3 | 5 | |
| Human Activity Recognition | PAMAP2 Full-Shot | Accuracy98 | 4 | |
| Human Activity Recognition | PAMAP2 | Memory Footprint (KB)23.4 | 4 | |
| Anomaly Detection | PAMAP2 LOSO (Leave One Subject Out) (val) | Worst mF180.09 | 4 | |
| Person Identification | PAMAP2 | Accuracy98.81 | 1 | |
| Human Activity Recognition | PAMAP2-2 Full-Shot (test) | Accuracy- | 0 | |
| Human Activity Recognition | PAMAP2 20% data (test) | Metric- | 0 |
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