| ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition | ✓ Link | 94.76 | | ResEmoteNet | 2024-09-01 |
| Representation Learning and Identity Adversarial Training for Facial Behavior Understanding | ✓ Link | 93.45 | | FMAE | 2024-07-15 |
| QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition | ✓ Link | 93.02 | | QCS | 2024-11-04 |
| Norface: Improving Facial Expression Analysis by Identity Normalization | ✓ Link | 92.97 | | Norface | 2024-07-22 |
| From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos | ✓ Link | 92.57 | | S2D | 2023-12-09 |
| Batch Transformer: Look for Attention in Batch | | 92.54 | 87.3 | BTN | 2024-07-05 |
| GReFEL: Geometry-Aware Reliable Facial Expression Learning under Bias and Imbalanced Data Distribution | | 92.47 | | GReFEL | 2024-10-21 |
| A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition | ✓ Link | 92.34 | | DDAMFN++ | 2023-08-25 |
| Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression Recognition | ✓ Link | 92.24 | | DCJT | 2024-04-02 |
| POSTER++: A simpler and stronger facial expression recognition network | ✓ Link | 92.21 | | POSTER++ | 2023-01-28 |
| Vision Transformer with Attentive Pooling for Robust Facial Expression Recognition | ✓ Link | 91.98 | | APViT | 2022-12-11 |
| A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition | ✓ Link | 91.35 | | DDAMFN | 2023-08-25 |
| Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers | | 91.07 | | ViT-base + MAE | 2022-07-22 |
| A Lightweight Model Enhancing Facial Expression Recognition with Spatial Bias and Cosine-Harmony Loss | ✓ Link | 91.07 | | LFNSB | 2024-08-01 |
| ExpLLM: Towards Chain of Thought for Facial Expression Recognition | ✓ Link | 91.03 | | ExpLLM | 2024-09-04 |
| Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition | ✓ Link | 90.35 | | EAC(ResNet-50) | 2022-07-21 |
| A Dual-Branch Adaptive Distribution Fusion Framework for Real-World Facial Expression Recognition | ✓ Link | 90.04 | | Ada-DF | 2023-05-05 |
| Distract Your Attention: Multi-head Cross Attention Network for Facial Expression Recognition | ✓ Link | 89.70 | | DAN | 2021-09-15 |
| Relative Uncertainty Learning for Facial Expression Recognition | ✓ Link | 88.98 | | RUL (ResNet-18) | 2021-12-01 |
| Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition | ✓ Link | 88.98 | | PSR | 2020-07-17 |
| FerNeXt: Facial Expression Recognition Using ConvNeXt with Channel Attention | ✓ Link | 88.56 | | FerNeXt | 2023-10-20 |
| Robust Lightweight Facial Expression Recognition Network with Label Distribution Training | ✓ Link | 88.36 | | EfficientFace | 2021-05-18 |
| Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild | ✓ Link | 88.36 | | MA-Net | 2021-07-05 |
| Facial Expression Recognition in the Wild via Deep Attentive Center Loss | ✓ Link | 87.78 | 80.44 | DACL (ResNet-18) | 2021-01-07 |
| MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition | | 87.54 | 77.30 | MixAugment | 2022-05-09 |
| Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers | | 87.22 | | ViT-base | 2022-07-22 |
| Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers | | 87.03 | | ViT-tiny | 2022-07-22 |
| Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild | ✓ Link | 86.96 | | Ad-Corre | 2022-03-03 |
| Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition | ✓ Link | 86.9 | | RAN (ResNet-18) | 2019-05-10 |
| Multi-Label Compound Expression Recognition: C-EXPR Database & Network | | | 87.5 | C-EXPR-NET | 2023-01-01 |
| Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond | | | 84.8 | C MT PSR | 2024-01-02 |
| Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond | | | 81.4 | C MT VGGFACE | 2024-01-02 |
| Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study | | | 78 | FaceBehaviorNet | 2021-05-08 |
| Deep Neural Network Augmentation: Generating Faces for Affect Analysis | | | 77.5 | VGG-FACE | 2018-11-12 |
| Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace | | | 76 | MT-ArcVGG | 2019-09-25 |