| Paper | Code | Accuracy (8 emotion) | Accuracy (7 emotion) | Accuracy (6 emotion) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| A novel deep learning approach for facial emotion recognition: application to detecting emotional responses in elderly individuals with Alzheimer’s disease | ✓ Link | 100 | EmoNeXt | 2024-12-30 | ||
| FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition | 96.8 | - | 98.6 | FN2EN | 2016-09-21 | |
| PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition | ✓ Link | 100.00 | PAtt-Lite | 2023-06-16 | ||
| Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition | 99.8 | ViT + SE | 2021-07-07 | |||
| Frame attention networks for facial expression recognition in videos | ✓ Link | 99.7 | FAN | 2019-06-29 | ||
| Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation | 98.23 | Nonlinear eval on SL + SSL puzzling (B0) | 2021-05-13 | |||
| Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network | ✓ Link | 98 | DeepEmotion | 2019-02-04 |