Action Unit Detection on BP4D (F1 and AUC per AU)
53.7F1 (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 | 53.7 | 49.6 | 54.9 | 79.7 | 80.3 | 84.7 | 86.3 | 68.6 | 48.4 | 54.6 | 50.7 | 23.8 | 81.7 | 77.5 | 82.7 | 89.3 | 83.9 | 86.9 | 93.7 | 71.7 | 82.8 | 77.9 | 80.3 | 83.1 |