EEG Classification on MI (test)
74.71AccuracyMAtt
Evaluation results
| Method | Links | |
|---|---|---|
| MAttEvaluation Setting=Subject-specific (SS)2026.03 | 74.71 | |
| HyperMAttEvaluation Setting=Subject-specific (SS)2026.03 | 74.12 | |
| LAtteEvaluation Setting=Subject-specific (SS), Fine-tuning (FT)=true2026.03 | 73.77 | |
| SCCNetEvaluation Setting=Subject-specific (SS)2026.03 | 71.95 | |
| LAtteEvaluation Setting=Subject-conditional (SC)2026.03 | 71.63 | |
| FBCNetEvaluation Setting=Subject-specific (SS)2026.03 | 71.45 | |
| TCFormerEvaluation Setting=Subject-specific (SS)2026.03 | 71.31 | |
| EEG-TCNetEvaluation Setting=Subject-specific (SS)2026.03 | 67.09 | |
| MBEEGSEEvaluation Setting=Subject-specific (SS)2026.03 | 64.58 | |
| InceptionTimeEvaluation Setting=Subject-specific (SS)2026.03 | 62.85 | |
| ShallowConvNetEvaluation Setting=Subject-specific (SS)2026.03 | 61.84 | |
| InceptionJointEvaluation Setting=Subject-conditional (SC)2026.03 | 61.38 | |
| MAttJointEvaluation Setting=Subject-conditional (SC)2026.03 | 61.13 | |
| EEGNetEvaluation Setting=Subject-specific (SS)2026.03 | 57.43 | |
| TCNet-FusionEvaluation Setting=Subject-specific (SS)2026.03 | 56.52 | |
| ResNetJointEvaluation Setting=Subject-conditional (SC)2026.03 | 55.54 | |
| CBraModEvaluation Setting=Subject-specific (SS)2026.03 | 45.22 |