Facial Expression Recognition on FERPlus
93.09AccuracyARBEx
Evaluation Results
| Method | Links | |
|---|---|---|
| ARBEx2023.05 | 93.09 | |
| POSTER++2023.05 | 92.28 | |
| LaCoVL-FERYear=2026, Vision Backbone=CLIP-ViT-B/162026.05 | 91.79 | |
| POSTER2023.05 | 91.62 | |
| POSTERYear=ICCV23, Vision Backbone=IR50+ViT2026.05 | 91.62 | |
| MMPL-FERYear=IF26, Vision Backbone=CLIP-ViT-B/322026.05 | 91.49 | |
| DCSYear=AAAI25, Vision Backbone=IR50+ViT2026.05 | 91.41 | |
| QCSYear=AAAI25, Vision Backbone=IR50+ViT2026.05 | 91.41 | |
| FG-AGRYear=TCSVT23, Vision Backbone=ResNet-182026.05 | 91.09 | |
| TPRDYear=TAC25, Vision Backbone=CLIP-ViT-B/162026.05 | 91.01 | |
| APViTYear=TAC22, Vision Backbone=IR50+ViT-S2026.05 | 90.86 | |
| TransFERYear=ICCV21, Vision Backbone=IR50+ViT-S2026.05 | 90.83 | |
| AUNetYear=KBS26, Vision Backbone=ResNet-182026.05 | 90.52 | |
| KTN2022.07 | 90.49 | |
| ICoCOYear=TAC26, Vision Backbone=CLIP-ViT-B/162026.05 | 90.25 | |
| EACBackbone=ResNet-182022.07 | 89.64 | |
| EACYear=ECCV22, Vision Backbone=ResNet-182026.05 | 89.64 | |
| MRANYear=TCSVT23, Vision Backbone=ResNet-182026.05 | 89.59 | |
| RANYear=TIP20, Vision Backbone=ResNet-182026.05 | 89.16 | |
| NHGYear=PR26, Vision Backbone=ResNet-182026.05 | 88.94 | |
| VTFFYear=TAC21, Vision Backbone=ResNet18+ViT-B2026.05 | 88.81 | |
| RUL2022.07 | 88.75 | |
| DMUE2022.07 | 88.64 | |
| DMUEYear=CVPR21, Vision Backbone=ResNet-182026.05 | 88.64 | |
| SOFTYear=ECCV22, Vision Backbone=ResNet-182026.05 | 88.6 | |
| RAN2022.07 | 88.55 | |
| SCN2022.07 | 88.01 | |
| SCNYear=CVPR20, Vision Backbone=ResNet-182026.05 | 88.01 | |
| EAC (Ours)Noise (%)=10, Backbone=ResNet-182022.07 | 87.03 | |
| RUL (NeurIPS21)Noise (%)=10, Backbone=ResNet-182022.07 | 86.93 | |
| EAC (Ours)Noise (%)=20, Backbone=ResNet-182022.07 | 86.07 | |
| SCN2023.05 | 85.97 | |
| PCNN2025.12 | 85.59 | |
| EAC (Ours)Noise (%)=30, Backbone=ResNet-182022.07 | 85.44 | |
| VGG13+PLDbackbone=VGG132025.12 | 85.35 | |
| DICNN2025.12 | 85.29 | |
| RUL (NeurIPS21)Noise (%)=20, Backbone=ResNet-182022.07 | 85.05 | |
| SCN (CVPR20)Noise (%)=10, Backbone=ResNet-182022.07 | 84.99 | |
| VGG13+CELbackbone=VGG132025.12 | 84.96 | |
| VGG13+MVbackbone=VGG132025.12 | 84.48 | |
| TFE-JL2025.12 | 84.29 | |
| RUL (NeurIPS21)Noise (%)=30, Backbone=ResNet-182022.07 | 83.9 | |
| RAN2023.05 | 83.63 | |
| SCN (CVPR20)Noise (%)=20, Backbone=ResNet-182022.07 | 83.35 | |
| BaselineNoise (%)=10, Backbone=ResNet-182022.07 | 83.29 | |
| BaselineNoise (%)=20, Backbone=ResNet-182022.07 | 82.34 | |
| SCN (CVPR20)Noise (%)=30, Backbone=ResNet-182022.07 | 82.2 | |
| BaselineNoise (%)=30, Backbone=ResNet-182022.07 | 79.77 |