Facial Expression Recognition on ExpW
73.48AccuracyAPViT
Evaluation Results
| Method | Links | |
|---|---|---|
| APViT2022.12 | 73.48 | |
| SchiNet2022.12 | 73.1 | |
| PAT-Res101 + attrBackbone=ResNet-101, Features=Attribute2022.12 | 72.93 | |
| Pham et al.Features=Action unit2022.12 | 72.84 | |
| Lian et al.2022.12 | 71.9 | |
| DCN + APModule=AP2022.12 | 70.06 | |
| PLFTSource set=RAF-DB, Backbone=ResNet-502020.08 | 69.81 | |
| ICIDSource set=RAF-DB, Backbone=ResNet-502020.08 | 69.54 | |
| PAT-Res101Backbone=ResNet-1012022.12 | 69.29 | |
| AGRASource set=RAF-DB, Backbone=ResNet-502020.08 | 68.5 | |
| SWDSource set=RAF-DB, Backbone=ResNet-502020.08 | 68.35 | |
| ExpLLMYear=ours, Training dataset=RAF-DB2024.09 | 68.13 | |
| ETDSource set=RAF-DB, Backbone=ResNet-502020.08 | 67.82 | |
| FTDNNSource set=RAF-DB, Backbone=ResNet-502020.08 | 67.72 | |
| DTSource set=RAF-DB, Backbone=ResNet-502020.08 | 67.45 | |
| LPLSource set=RAF-DB, Backbone=ResNet-502020.08 | 66.9 | |
| Baseline DCN2022.12 | 65.06 | |
| SAFNSource set=RAF-DB, Backbone=ResNet-502020.08 | 64.91 | |
| FaRLYear=CVPR 22, Training dataset=RAF-DB, reproduced_using_official_codes=true2024.09 | 64.45 | |
| JUMBOTSource set=RAF-DB, Backbone=ResNet-502020.08 | 63.69 | |
| CADASource set=RAF-DB, Backbone=ResNet-502020.08 | 63.15 | |
| HOG + SVM2022.12 | 60.66 | |
| Ada-DFYear=ICASSP'23, Training dataset=RAF-DB2024.09 | 59.59 | |
| DFASource set=RAF-DB, Backbone=ResNet-502020.08 | 56.86 | |
| DANYear=Biomimetics'23, Training dataset=RAF-DB2024.09 | 55.78 | |
| DETNSource set=RAF-DB, Backbone=ResNet-502020.08 | 47.58 | |
| ECANSource set=RAF-DB, Backbone=ResNet-502020.08 | 47.37 |