Cross-subject EEG-based emotion recognition on MMER Cross-subject
69.23AccuracyFMENet+FELB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FMENet+FELBTrain Modality=EEG+Face2026.07 | 69.23 | 61.5 | |
| FMENetTrain Modality=EEG2026.07 | 68.87 | 60.63 | |
| TSceptionTrain Modality=EEG2026.07 | 68.32 | 58.56 | |
| LMDATrain Modality=EEG2026.07 | 66.13 | 59.77 | |
| ATCNetTrain Modality=EEG2026.07 | 65.32 | 58.95 | |
| EEGConformerTrain Modality=EEG2026.07 | 64.35 | 59.74 | |
| EEGNetTrain Modality=EEG2026.07 | 55.81 | 54.93 | |
| EEGMinerTrain Modality=EEG2026.07 | 54.03 | 56.37 | |
| TSLANetTrain Modality=EEG2026.07 | 51.77 | 52.64 | |
| SyncNetTrain Modality=EEG2026.07 | 49.35 | 50.91 |