Metric: Avg. Accuracy (higher is better)
| # | Model↕ | Avg. Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | C-EXPR-NET | 87.5 | No | - | - | - |
| 2 | BTN | 87.3 | No | Batch Transformer: Look for Attention in Batch | 2024-07-05 | - |
| 3 | C MT PSR | 84.8 | Yes | Distribution Matching for Multi-Task Learning of... | 2024-01-02 | - |
| 4 | C MT VGGFACE | 81.4 | Yes | Distribution Matching for Multi-Task Learning of... | 2024-01-02 | - |
| 5 | DACL (ResNet-18) | 80.44 | Yes | - | - | Code |
| 6 | FaceBehaviorNet | 78 | Yes | Distribution Matching for Heterogeneous Multi-Ta... | 2021-05-08 | - |
| 7 | VGG-FACE | 77.5 | Yes | Deep Neural Network Augmentation: Generating Fac... | 2018-11-12 | - |
| 8 | MixAugment | 77.3 | No | MixAugment & Mixup: Augmentation Methods for Fac... | 2022-05-09 | - |
| 9 | MT-ArcVGG | 76 | No | Expression, Affect, Action Unit Recognition: Aff... | 2019-09-25 | - |