Metric: Accuracy (7 emotion) (higher is better)
| # | Model↕ | Accuracy (7 emotion)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PAtt-Lite | 100 | No | PAtt-Lite: Lightweight Patch and Attention Mobil... | 2023-06-16 | Code |
| 2 | ViT + SE | 99.8 | Yes | Learning Vision Transformer with Squeeze and Exc... | 2021-07-07 | - |
| 3 | FAN | 99.7 | No | Frame attention networks for facial expression r... | 2019-06-29 | Code |
| 4 | Nonlinear eval on SL + SSL puzzling (B0) | 98.23 | Yes | Using Self-Supervised Auxiliary Tasks to Improve... | 2021-05-13 | - |
| 5 | DeepEmotion | 98 | No | Deep-Emotion: Facial Expression Recognition Usin... | 2019-02-04 | Code |