Facial Expression Recognition on AffectNet 7 classes
68.14AccuracyLaCoVL-FER
Evaluation Results
| Method | Links | |
|---|---|---|
| LaCoVL-FERYear=2026, Vision Backbone=CLIP-ViT-B/162026.05 | 68.14 | |
| TPRDYear=TAC25, Vision Backbone=CLIP-ViT-B/162026.05 | 68 | |
| QCSYear=AAAI25, Vision Backbone=IR50+ViT2026.05 | 67.94 | |
| MMPL-FERYear=IF26, Vision Backbone=CLIP-ViT-B/322026.05 | 67.69 | |
| DCSYear=AAAI25, Vision Backbone=IR50+ViT2026.05 | 67.66 | |
| ICoCOYear=TAC26, Vision Backbone=CLIP-ViT-B/162026.05 | 67.66 | |
| AUNetYear=KBS26, Vision Backbone=ResNet-182026.05 | 67.51 | |
| POSTER++Year=PR25, Vision Backbone=IR50+ViT2026.05 | 67.49 | |
| POSTERYear=ICCV23, Vision Backbone=IR50+ViT2026.05 | 67.31 | |
| CEPromptYear=TCSVT24, Vision Backbone=CLIP-ViT-B/162026.05 | 67.29 | |
| APViTYear=TAC22, Vision Backbone=IR50+ViT-S2026.05 | 66.91 | |
| MRANYear=TCSVT23, Vision Backbone=ResNet-182026.05 | 66.31 | |
| CLIPERYear=ICME24, Vision Backbone=CLIP-ViT-B/162026.05 | 66.29 | |
| TransFERYear=ICCV21, Vision Backbone=IR50+ViT-S2026.05 | 66.23 | |
| SOFTYear=ECCV22, Vision Backbone=ResNet-182026.05 | 66.13 | |
| ExpLLMYear=TMM25, Vision Backbone=ViT-L/142026.05 | 65.93 | |
| VLCAYear=ESWA25, Vision Backbone=CLIP-ViT-B/322026.05 | 65.84 | |
| PIDVITYear=TAC22, Vision Backbone=ViT2026.05 | 65.8 | |
| DAN2021.09 | 65.69 | |
| CMNetClasses=72026.05 | 65.63 | |
| Age Guided AttentionMethodology=Age Guided Attention2026.05 | 65.57 | |
| EACTest configuration=7 classes, Backbone=ResNet-182022.07 | 65.32 | |
| EACClasses=72026.05 | 65.32 | |
| EACYear=ECCV22, Vision Backbone=ResNet-182026.05 | 65.32 | |
| DACLTest configuration=7 classes2022.07 | 65.2 | |
| NHGYear=PR26, Vision Backbone=ResNet-182026.05 | 65.14 | |
| FG-AGRClasses=72026.05 | 64.91 | |
| FG-AGRYear=TCSVT23, Vision Backbone=ResNet-182026.05 | 64.91 | |
| MMATrans+Classes=72026.05 | 64.89 | |
| VTFFYear=TAC21, Vision Backbone=ResNet18+ViT-B2026.05 | 64.8 | |
| MVIT2021.09 | 64.57 | |
| MA-NetClasses=72026.05 | 64.53 | |
| Meta-Face2ExpClasses=72026.05 | 64.23 | |
| LAENet-SAClasses=72026.05 | 64.09 | |
| KTNTest configuration=7 classes2022.07 | 63.97 | |
| KTNClasses=72026.05 | 63.97 | |
| EfficientFace2021.09 | 63.7 | |
| DLNClasses=72026.05 | 63.7 | |
| EfficientFaceClasses=72026.05 | 63.7 | |
| EfficientFaceYear=AAAI21, Vision Backbone=ResNet-502026.05 | 63.7 | |
| DMUE2022.07 | 62.84 | |
| DMUEYear=CVPR21, Vision Backbone=ResNet-182026.05 | 62.84 | |
| AMGSNYear=PR26, Vision Backbone=ViT-B/162026.05 | 62.83 | |
| DDA-Loss2021.09 | 62.34 | |
| OADN2021.09 | 61.89 | |
| RUL2022.07 | 61.43 | |
| FMPN2021.09 | 61.25 | |
| DENetClasses=72026.05 | 60.94 | |
| SCN2022.07 | 60.23 | |
| VGG-FACEBackbone=VGG2021.09 | 60 | |
| FE-SpikeFormerClasses=72026.05 | 59.9 | |
| RAN2022.07 | 59.5 | |
| RANYear=TIP20, Vision Backbone=ResNet-182026.05 | 59.5 | |
| LDL-ALSG2021.09 | 59.35 | |
| Separate-Loss2021.09 | 58.89 | |
| gCNNClasses=72026.05 | 58.78 | |
| IPA2LTTraining protocol=trained with both AffectNet and RAF-DB2022.07 | 57.31 | |
| ResNet-18Backbone=ResNet-182021.09 | 56.97 | |
| ExpLLMYear=ours, Training dataset=RAF-DB2024.09 | 51.86 | |
| FaRLYear=CVPR 22, Training dataset=RAF-DB, reproduced_using_official_codes=true2024.09 | 49.33 | |
| Ada-DFYear=ICASSP'23, Training dataset=RAF-DB2024.09 | 46.18 | |
| Exp-CLIPYear=arxiv'24, Training dataset=RAF-DB, zero-shot visual language model=true2024.09 | 44.27 | |
| DANYear=Biomimetics'23, Training dataset=RAF-DB2024.09 | 41.54 |