Action Unit Detection on BP4D+ (F1 and AUC)
36.8F1 (AU1)Enhanced Model
Evaluation results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Enhanced ModelProtocol=LODO (Leave-One-Dataset-Out), Backbone=ResNet50, Features=Attention pooling + MixStyle layers, Threshold=0.52026.04 | 36.8 | 33.4 | 34.3 | 84.8 | 85.2 | 88.5 | 87.6 | 66.9 | 37.4 | 43.8 | 50.9 | 32.8 | 79.9 | 80.3 | 76.6 | 93.1 | 88.2 | 90.7 | 92.7 | 69.9 | 78.8 | 81.2 | 81 | 87.9 |