Motor Imagery on PhysioNet-MI
63.9AccuracyDSAINet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DSAINet2026.04 | 63.9 | — | — | 63.87 | |
| Deformer2026.04 | 63.38 | — | — | 63.37 | |
| MSCFormer2026.04 | 62.89 | — | — | 62.85 | |
| MSVTNet2026.04 | 62.68 | — | — | 62.48 | |
| CTNet2026.04 | 62.67 | — | — | 62.69 | |
| DBConformer2026.04 | 61.89 | — | — | 61.94 | |
| DeepConvNet2026.04 | 61.82 | — | — | 61.7 | |
| ADFCNN2026.04 | 61.54 | — | — | 61.6 | |
| EEGNet2026.04 | 60.43 | — | — | 60.48 | |
| LMDA-Net2026.04 | 59.39 | — | — | 59.45 | |
| TMSA-Net2026.04 | 59.23 | — | — | 59.14 | |
| PRISMEvaluation Protocol=FM-Bench2026.02 | 59 | — | — | — | |
| ShallowConvNet2026.04 | 58.66 | — | — | 58.69 | |
| REVEEvaluation Protocol=FM-Bench2026.02 | 52 | — | — | — | |
| LaBraMEvaluation Protocol=FM-Bench2026.02 | 49 | — | — | — | |
| CBraModEvaluation Protocol=FM-Bench2026.02 | 46 | — | — | — | |
| REVEEvaluation Protocol=EEG-Bench2026.02 | 33 | — | — | — | |
| PRISMEvaluation Protocol=EEG-Bench2026.02 | 32 | — | — | — | |
| CBraModEvaluation Protocol=EEG-Bench2026.02 | 27 | — | — | — | |
| LaBraMEvaluation Protocol=EEG-Bench2026.02 | 25 | — | — | — | |
| BIOT2025.09 | — | 48.74 | 0.0162 | — | |
| CBraMod2025.09 | — | 72.19 | 0.4386 | — | |
| Conformer2025.09 | — | 69.51 | 0.3952 | — | |
| EEGNet2025.09 | — | 69.53 | 0.398 | — | |
| EEGPT2025.09 | — | 68.2 | 0.373 | — | |
| LaBraM2025.09 | — | 72.46 | 0.4487 | — | |
| LEAF2025.09 | — | 69.92 | 0.3983 | — | |
| STTran.2025.09 | — | 67.06 | 0.337 | — | |
| TScep.2025.09 | — | 66.49 | 0.3216 | — |