Emotion Recognition 벤치마크
Emotion Recognition on SEED
Accuracy
- 2021-01-14 — 4D-aNN: Accuracy 96.1
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | 4D-aNN | 96.10 | 4D Attention-based Neural Network for EEG Emotion Recognition | 2021 | |
| 2 | Evaluation Protocols and Cross-Subject G 자동 추출 | 95 | Evaluation Protocols and Cross-Subject Generalization in EEG Emotion Recognition | 2026 | |
| 3 | Temporal 자동 추출 | 79.5 | Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning | 2026 | |
| 4 | MSCGC-KAN 자동 추출 | 60.40 | MSCGC-KAN: Multi-scale Causal Graph Convolution and KAN-inspired Analytic-basis Mapping for EEG Emotion Recognition | 2026 |