Micro-Expression Action Unit Detection on CASME II (LOSO protocol)
93.1AU1 F1-scoreAULLM++
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AULLM++2026.03 | 93.1 | 88.1 | 90.5 | 67.1 | 81 | 76.1 | 80 | 82 | 82.4 | |
| SSSNet LED2026.03 | 92.6 | 83.7 | 88.6 | 63.7 | 76.6 | 74.4 | 71.5 | 76.1 | 78.4 | |
| AULLM (Conf.)2026.03 | 92.2 | 88.4 | 87 | 68.1 | 79 | 75.1 | 79 | 81 | 81.4 | |
| Res18Net LED2026.03 | 85.8 | 81.7 | 89 | 53.9 | 71.4 | 78.5 | 74.5 | 83.5 | 77.3 | |
| LBP-TOP2026.03 | 80.9 | 60.7 | 89.8 | 56.2 | 69.3 | 63.2 | 52.2 | 75.8 | 68.5 | |
| DVASP2026.03 | 72.6 | 72.1 | 89.8 | 56.9 | 79.6 | 68.5 | 71.5 | 70 | 72.6 | |
| SP2026.03 | 69 | 68.5 | 77.7 | 51.1 | 57 | 65.3 | 56.6 | 61.3 | 63.3 | |
| FitNet2026.03 | 65.5 | 74.3 | 79.1 | 46.8 | 61.7 | 62.4 | 53.9 | 57.6 | 62.7 | |
| AT2026.03 | 65 | 62.7 | 83.1 | 57.6 | 58.6 | 62.5 | 46.6 | 65.6 | 62.7 | |
| SCA2026.03 | 64.1 | 76.7 | 81.1 | 56.2 | 61.3 | 61.9 | 68.8 | 64.4 | 66.8 | |
| ResNet182026.03 | 58.9 | 76.2 | 82.7 | 48.7 | 59.3 | 64.2 | 48.1 | 62.9 | 62.6 | |
| ResNet342026.03 | 55.1 | 69.2 | 83.2 | 55.4 | 62.8 | 56.7 | 52.2 | 62.9 | 62.2 |