Facial Expression Recognition on CK+ (test)
99.69AccuracyFAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FANYear=20192020.08 | 99.69 | — | — | — | |
| Noisy Student Trainingiter. learning=true2020.08 | 99.69 | — | — | — | |
| Ground-truth2026.01 | 99.69 | 99.69 | — | — | |
| Noisy Student Trainingiter. learning=false2020.08 | 98.77 | — | — | — | |
| Compact CNNYear=20182020.08 | 98.47 | — | — | — | |
| ST NetworkYear=20172020.08 | 98.47 | — | — | — | |
| MDSTFNYear=20192020.08 | 98.38 | — | — | — | |
| DTAGNYear=20152020.08 | 97.25 | — | — | — | |
| Hierarchial DNNYear=20192020.08 | 96.46 | — | — | — | |
| FANFusion=true, Year=20192020.08 | 94.8 | — | — | — | |
| CNN + Island LossYear=20182020.08 | 94.35 | — | — | — | |
| LomoYear=20162020.08 | 92 | — | — | — | |
| I2FETepochs=200, batch size=128, learning rate=8e-42026.01 | 91.44 | 80.3 | — | — | |
| MotionClip2026.01 | 52 | 40.48 | — | — | |
| MotivNetBackbone=ViT2025.12 | — | — | 80 | 96.66 | |
| PAtt-LiteSOTA Model Category=Domain-Specific2025.12 | — | — | 100 | — |