emg2pose
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| EMG-to-text retrieval | EMG2Pose E2P-class | Recall77.39 | 9 | |
| EMG-to-text retrieval | EMG2Pose E2P-user | Recall91.76 | 9 | |
| EMG-to-text retrieval | EMG2Pose (E2P-rand) | Recall90.88 | 9 | |
| Hand Pose Estimation | EMG2Pose (Stage) | MAE9.28 | 9 | |
| Hand Pose Estimation | EMG2Pose (User+Stage) | MAE12.25 | 7 | |
| Hand Pose Estimation | EMG2Pose (User) | MAE11.3 | 7 | |
| Tracking | emg2pose (Stage) | AE (°)10.21 | 7 | |
| Tracking | emg2pose (User) | AE (°)7.35 | 7 | |
| Tracking | emg2pose (User-Stage) | AE (°)10.25 | 7 | |
| Regression | emg2pose (Stage) | AE (°)13.85 | 7 | |
| Regression | emg2pose (User) | AE (°)11.54 | 7 | |
| Regression | emg2pose (User-Stage) | AE (°)14.58 | 7 |
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