Human Activity Recognition on WISDM (Acc, F1, R@2)
27.8AccuracyUniMTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniMTSSetting=Zero-shot2026.05 | 27.8 | 25.5 | 47.1 | |
| AnyMoSetting=Zero-shot2026.05 | 25.4 | 18.6 | 41.1 | |
| IMU2CLIPSetting=Zero-shot2026.05 | 12.4 | 8.3 | 20.4 | |
| Gemma 4 26BSetting=Zero-shot, Input Format=Text2026.05 | 11.6 | 8 | 20.8 | |
| Gemma 4 26BSetting=Zero-shot, Input Format=Plot2026.05 | 9.4 | 6.1 | 16.9 | |
| IMUGPTSetting=Zero-shot2026.05 | 8.3 | 6.6 | 13.9 | |
| ImageBindSetting=Zero-shot2026.05 | 6.9 | 4.4 | 13.5 | |
| HARGPTSetting=Zero-shot2026.05 | 5.5 | 3.5 | 11.8 | |
| NormWearSetting=Zero-shot2026.05 | 4.4 | 0.9 | 12.4 |