Facial Expression Recognition on RAF-DB 1.0 (test)
91.98AccuracyAPViT
Evaluation Results
| Method | Links | |
|---|---|---|
| APViTGFLOPS=12.67, k=160, r=0.92022.12 | 91.98 | |
| TransFERGFLOPS=15.32022.12 | 90.91 | |
| APViTGFLOPS=5.89, k=10, r=0.62022.12 | 90.67 | |
| MViTGFLOPS=5.952022.12 | 88.62 | |
| PAT-CNNGFLOPS=7.642022.12 | 88.43 | |
| VTFFGFLOPS=6.082022.12 | 88.14 | |
| KTNGFLOPS=7.62022.12 | 88.07 | |
| ALTEvaluation protocol=Fully supervised2022.11 | 84.5 | |
| FSNEvaluation protocol=Fully supervised2022.11 | 81.1 | |
| PCL (Ours)Evaluation protocol=Self-supervised (linear evaluation)2022.11 | 74.47 | |
| SimCLREvaluation protocol=Self-supervised (linear evaluation), reproduced by authors=true2022.11 | 71.06 | |
| FaceCycleEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 71.01 | |
| MoCoEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 68.32 | |
| FAb-NetEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 66.72 | |
| TCAEEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 65.32 | |
| HoGEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 63.53 | |
| BMVC'20Evaluation protocol=Self-supervised (linear evaluation)2022.11 | 58.86 | |
| LBPEvaluation protocol=Self-supervised (linear evaluation)2022.11 | 52.17 |