EEG-based Emotion Recognition on SEED (FPS)
130FPSEEG-TransNet
Evaluation Results
| Method | Links | |
|---|---|---|
| EEG-TransNetSignal duration=1.5 sec2026.06 | 130 | |
| Conv-CCASignal duration=1.5 sec2026.06 | 105 | |
| DCAASignal duration=1.5 sec2026.06 | 100 | |
| EEG-TransNetSignal duration=3 sec2026.06 | 100 | |
| PCRNNSignal duration=1.5 sec2026.06 | 95 | |
| EmotionNetSignal duration=1.5 sec2026.06 | 90 | |
| EEGNetSignal duration=1.5 sec2026.06 | 85 | |
| Conv-CCASignal duration=3 sec2026.06 | 85 | |
| DCAASignal duration=3 sec2026.06 | 80 | |
| PCRNNSignal duration=3 sec2026.06 | 75 | |
| PGCNSignal duration=1.5 sec2026.06 | 75 | |
| EmotionNetSignal duration=3 sec2026.06 | 70 | |
| EEGNetSignal duration=3 sec2026.06 | 65 | |
| 4DCRNNSignal duration=1.5 sec2026.06 | 65 | |
| PGCNSignal duration=3 sec2026.06 | 55 | |
| 4DCRNNSignal duration=3 sec2026.06 | 50 |