Micro-Expression Action Unit Detection on SAMM (LOSO)
70.6AU2 ScoreAULLM++
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AULLM++Protocol=LOSO2026.03 | 70.6 | 72.6 | 56.5 | 53.5 | 62.6 | |
| AULLM (Conf.)Protocol=LOSO2026.03 | 66.9 | 71.9 | 55.8 | 52.8 | 61.9 | |
| SSSNet LEDProtocol=LOSO2026.03 | 61.5 | 62.4 | 45.2 | 47.8 | 54.2 | |
| LBP-TOPProtocol=LOSO2026.03 | 58.8 | 47.9 | 44.5 | 49.5 | 50.2 | |
| Res18 LEDProtocol=LOSO2026.03 | 57.4 | 71.3 | 53.2 | 47.3 | 57.3 | |
| Fit-18Protocol=LOSO2026.03 | 54.1 | 51.2 | 44.5 | 48.3 | 49.5 | |
| ResNet18Protocol=LOSO2026.03 | 49.7 | 49.1 | 46.1 | 40.5 | 46.4 | |
| DVASP-18Protocol=LOSO2026.03 | 47.8 | 67.5 | 48.1 | 44.7 | 52 | |
| AT-18Protocol=LOSO2026.03 | 47.2 | 60.5 | 43.5 | 38 | 47.3 | |
| SCAProtocol=LOSO2026.03 | 45.7 | 59.2 | 43.9 | 53.2 | 50.5 | |
| ResNet34Protocol=LOSO2026.03 | 44 | 55.2 | 38 | 40.5 | 44.4 | |
| SP-18Protocol=LOSO2026.03 | 42.8 | 64.2 | 38.1 | 49.5 | 48.7 |