Facial Expression Recognition on CK+ 7 classes (10-fold cross-validation)
99.69AccuracyFAN
Evaluation results
| Method | Links | |
|---|---|---|
| FANTraining data=All frames, Test data=All frames2019.06 | 99.69 | |
| FAN(w/o Relation-attention)Training data=All frames, Test data=All frames2019.06 | 99.08 | |
| ST networkTraining data=S: the last frame; T: all frames, Test data=S: the last frame; T: all frames2019.06 | 98.5 | |
| DTAGNTraining data=Fixed length, Test data=Fixed length2019.06 | 97.25 | |
| Score fusion (baseline)Training data=All frames, Test data=All frames, backbone=ResNet182019.06 | 94.8 | |
| CNN+Island lossTraining data=The last three frames and the first frame, Test data=The last three frames and the first frame2019.06 | 94.35 | |
| LOMOTraining data=All frames, Test data=All frames2019.06 | 92 |