EMG-to-text Retrieval on NinaPro-DB2 NP-rand
92.99RecallMyoSem
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MyoSemType=Ours2026.05 | 92.99 | 81.76 | |
| EMBridgeType=EMG-FM2026.05 | 86.69 | 73.67 | |
| CPEPType=EMG-FM2026.05 | 86.19 | 72.72 | |
| TCNType=EMG-DL2026.05 | 80.38 | 67.56 | |
| Attn-CNN-RNNType=EMG-DL2026.05 | 75.98 | 63.76 | |
| CNN-BiLSTMType=EMG-DL2026.05 | 72.97 | 59.31 | |
| SE-CNNType=EMG-DL2026.05 | 61.06 | 51.27 | |
| Atzori CNNType=EMG-DL2026.05 | 58.36 | 49.83 | |
| AEMGType=EMG-FM2026.05 | 50.85 | 43 |