| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Activity Recognition | Kyoto (day-based chronological) | Macro-F172.95 | 24 | |
| Activity Recognition | Kyoto7 | Accuracy42.77 | 12 | |
| Morphological Analysis | KYOTO (test) | Segmentation F199.37 | 8 | |
| Morphological analysis | KYOTO | Latency (s)1.77 | 8 | |
| Latest-activity recognition | Kyoto raw-stream (test) | Macro-F148.6 | 6 | |
| Human Activity Recognition | Kyoto mixed (pure + cross) windows | Accuracy63.51 | 6 |