Classification on BCI IV-2a
65.09AccuracyResTL
Evaluation Results
| Method | Links | |
|---|---|---|
| ResTLEncoder=Conformer2024.05 | 65.09 | |
| BCMEncoder=Conformer2024.05 | 62.23 | |
| ResTLEncoder=EEGNet2024.05 | 62.07 | |
| BCMEncoder=CRAM2024.05 | 61.82 | |
| GCRAM2024.05 | 60.11 | |
| CRAM2024.05 | 59.1 | |
| Jeon et al.2024.05 | 58.36 | |
| Conformer2024.05 | 58.23 | |
| BCMEncoder=EEGNet2024.05 | 58 | |
| WGFBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 57.68 | |
| WGFBackbone=CBraMod, Access to source labels (X x Y)=Yes2025.10 | 57.68 | |
| DiscreteBackbone=CBraMod, Access to source labels (X x Y)=Yes2025.10 | 57.43 | |
| DiscreteBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 57.38 | |
| NOTBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 57.29 | |
| CW2BBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 57.25 | |
| U-NOTBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 57.17 | |
| GMM-DaDiLBackbone=CBraMod, Access to source labels (X x Y)=None2025.10 | 57.1 | |
| GMMBackbone=CBraMod, Access to source labels (X x Y)=Yes2025.10 | 57.04 | |
| NormFlowBackbone=CBraMod, Access to source labels (X x Y)=No2025.10 | 55.45 | |
| MIN2Net2024.05 | 53.58 | |
| DaDiL-RBackbone=CBraMod, Access to source labels (X x Y)=None2025.10 | 53.41 | |
| EEGNet2024.05 | 51.3 | |
| Source-OnlyBackbone=CBraMod, Access to source labels (X x Y)=None2025.10 | 50.3 | |
| HS-CNN2024.05 | 39.27 | |
| DeepConvNet2024.05 | 32.7 |