Emotion Recognition 벤치마크
Emotion Recognition on FER2013
5-class test accuracy
- 2024-01-02 — VGG based: 5-class test accuracy 66.13
- 2025-07-21 — FedMultiEmo: 5-class test accuracy 77.0
| Rank | Model | 5-class test accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | FedMultiEmo 자동 추출 | 77 | FedMultiEmo: Real-Time Emotion Recognition via Multimodal Federated Learning | 2025 | |
| 2 | VGG based | 66.13% | IdentiFace : A VGG Based Multimodal Facial Biometric System | MahmoudRabea13/IdentiFace | 2024 |
| 3 | InsideOut 자동 추출 | 62.8 | InsideOut: An EfficientNetV2-S Based Deep Learning Framework for Robust Multi-Class Facial Emotion Recognition | 2025 |