Action Unit Detection on BP4D+
66.8Avg F1FMAE-IAT
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FMAE-IATYear=20242026.04 | 66.8 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Norface2024.07 | 66.7 | 52.2 | 46 | 51.7 | 88.1 | 89 | 91.3 | 90.1 | 83.3 | 50.4 | 51.1 | 61.6 | 45.4 | |
| VisAULaYear=20262026.04 | 66.7 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MDHRYear=20242026.04 | 66.6 | — | — | — | — | — | — | — | — | — | — | — | — | |
| AUFormerYear=20242026.04 | 66.2 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MCMYear=20242026.04 | 66 | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLEFYear=20232026.04 | 65.9 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ANFLYear=20222026.04 | 65.5 | — | — | — | — | — | — | — | — | — | — | — | — | |
| STIF-DAYear=20252026.04 | 65.4 | — | — | — | — | — | — | — | — | — | — | — | — | |
| AQ-CSLYear=20242026.04 | 64.9 | — | — | — | — | — | — | — | — | — | — | — | — | |
| MS-PSACYear=20242026.04 | 64.6 | — | — | — | — | — | — | — | — | — | — | — | — | |
| KSRLYear=20222026.04 | 64.5 | — | — | — | — | — | — | — | — | — | — | — | — | |
| PIAPYear=20212026.04 | 64.4 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FAUTYear=20212026.04 | 64.2 | — | — | — | — | — | — | — | — | — | — | — | — | |
| OpenGraphYear=20232026.04 | 64 | — | — | — | — | — | — | — | — | — | — | — | — | |
| FG-NetYear=20242026.04 | 63.8 | — | — | — | — | — | — | — | — | — | — | — | — | |
| GLEE-Net2024.07 | 63.7 | 54.2 | 46.3 | 38.1 | 86.2 | 87.6 | 90.4 | 89.5 | 81.3 | 46.3 | 47.4 | 57.6 | 39.6 | |
| ME-GraphYear=20222026.04 | 63.3 | — | — | — | — | — | — | — | — | — | — | — | — | |
| JAA-NetYear=20212026.04 | 62.7 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SEV-Net2024.07 | 61.5 | 47.9 | 40.8 | 31.2 | 86.9 | 87.5 | 89.7 | 88.9 | 82.6 | 39.9 | 55.6 | 59.4 | 27.1 | |
| ML-GCN2024.07 | 60.7 | 40.2 | 36.9 | 32.5 | 84.8 | 88.9 | 89.6 | 89.3 | 81.2 | 53.3 | 43.1 | 28.3 | 60.3 | |
| MS-CAM2024.07 | 60.5 | 38.3 | 37.6 | 25.2 | 85 | 90.9 | 90.9 | 89 | 81.5 | 60.9 | 40.6 | 58.2 | 28 |