Micro-expression Recognition on CASME II (ACC, WF1)
90.8Weighted F1 Score (WF1)SME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SMEYear=2023, LW=SL2026.03 | 90.8 | — | |
| TFTYear=2024, LW=SL2026.03 | 90.7 | — | |
| BertYear=2023, LW=WS2026.03 | 90.3 | — | |
| Micro-AU CLIPYear=2025, LW=ZSL2026.03 | 88.9 | — | |
| SupYear=2022, LW=SL2026.03 | 88.1 | — | |
| Micro-AU CLIP (w/o GDA)Year=2025, LW=ZSL2026.03 | 87.2 | — | |
| CoTYear=2025, LW=SL2026.03 | 80.2 | — | |
| 3CCYear=2024, LW=SL2026.03 | 72.3 | — | |
| Ours2026.03 | 0.5332 | 0.5375 | |
| SMIRK-FTFine-tuning=True2026.03 | 0.4635 | 0.4625 | |
| EMICA2026.03 | 0.3876 | 0.425 | |
| EMOCA2026.03 | 0.3805 | 0.4 | |
| SMIRKFine-tuning=False2026.03 | 0.3284 | 0.35 |