BP4D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Unit Detection | BP4D | Average F1 Score69.3 | 43 | |
| Facial Action Unit Recognition | BP4D | AU 1 F159.7 | 26 | |
| Action Unit Detection | BP4D+ | Avg F166.8 | 22 | |
| Action Unit Detection | BP4D (3-fold cross val) | Average F163 | 17 | |
| Action Unit Detection | BP4D (5-fold cross-val) | Average Performance68.5 | 14 | |
| Facial Behavior Synthesis | BP4D-AUText (test) | FID29.388 | 14 | |
| AU intensity estimation | BP4D | AU6 ICC0.85 | 13 | |
| Facial Image Generation | BP4D | FID6.517 | 11 | |
| Facial Action Unit Detection | BP4D+ | AU 1 F10.542 | 9 | |
| Facial Action Unit Detection | BP4D (test) | F1 (Frame)0.6 | 7 | |
| Facial Action Unit Recognition | BP4D | AUC (AU 1)77.7 | 4 | |
| Face segmentation | BP4D | NMEL (%)6.35 | 4 | |
| Action Unit Detection | BP4D+ | F1 (AU1)36.8 | 1 | |
| Action Unit Detection | BP4D | F1 (AU1)53.7 | 1 |
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