| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CASME II (LOSO protocol) | AULLM++ | AU1 F1-score93.1 | 12 | 1mo ago | |
| SAMM (LOSO) | AULLM++ | AU2 Score70.6 | 12 | 1mo ago | |
| CASME II | AU-LLM | F1 Score81.4 | 9 | 1mo ago | |
| SAMM | Micro-AU CLIP | F1 Score73 | 7 | 1mo ago | |
| 4DME-Micro LOSO protocol (test) | ResNet18 | AU1 Score57.6 | 4 | 1mo ago |
