Micro-expression recognition on SMIC-HS 3-class
85.5UF1µ-BERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| µ-BERTPub-Year=CVPR-23, trained using multiple modalities=false2026.06 | 85.5 | 83.84 | — | |
| SAC2-NetPub-Year=Ours, trained using multiple modalities=false2026.06 | 84.22 | 84.83 | — | |
| LTR3OPub-Year=TAC-25, trained using multiple modalities=false2026.06 | 83.36 | 82.98 | — | |
| MMTNetPub-Year=JVCIR-25, trained using multiple modalities=true2026.06 | 81.03 | 80.72 | — | |
| MOLPub-Year=TPAMI-25, trained using multiple modalities=false2026.06 | 81 | 72.34 | — | |
| MPFNetPub-Year=TAC-25, trained using multiple modalities=false2026.06 | 80.6 | 80.9 | — | |
| HTNetPub-Year=NC-24, trained using multiple modalities=false2026.06 | 80.49 | 79.05 | — | |
| EDMDBNPub-Year=PRL-25, trained using multiple modalities=false2026.06 | 79.48 | 80.85 | — | |
| SRMCLPub-Year=TAC-24, trained using multiple modalities=false2026.06 | 79.46 | 80.53 | — | |
| Micro_NesTPub-Year=ESWA-25, trained using multiple modalities=false2026.06 | 78.86 | 78.16 | — | |
| FRL-DGTPub-Year=CVPR-23, trained using multiple modalities=false2026.06 | 74.3 | 74.9 | — | |
| MFDANPub-Year=TCSVT-24, trained using multiple modalities=true2026.06 | 68.15 | 70.43 | — | |
| EMRNetPub-Year=AIR-25, trained using multiple modalities=false2026.06 | 65.09 | 65.96 | — | |
| MESTI-MEGANetYear=2025, Protocol=LOSO2025.08 | 0.917 | 0.924 | 0.9268 | |
| SODA4MERYear=2025, Protocol=LOSO2025.08 | 0.886 | 0.888 | — | |
| Micron-BERTYear=2023, Protocol=LOSO2025.08 | 0.855 | 0.838 | — | |
| MERASTCYear=2023, Protocol=LOSO2025.08 | 0.79 | 0.862 | — | |
| GLEFFNYear=2023, Protocol=LOSO2025.08 | 0.771 | 0.786 | — | |
| FRL-DGTYear=2023, Protocol=LOSO2025.08 | 0.743 | 0.749 | — | |
| FeatRefYear=2022, Protocol=LOSO2025.08 | 0.701 | 0.708 | — | |
| SelfMEYear=2023, Protocol=LOSO2025.08 | 0.697 | 0.701 | — | |
| Dual-ATMEYear=2023, Protocol=LOSO2025.08 | 0.646 | 0.658 | 0.0065 | |
| OFVIG-NetYear=2025, Protocol=LOSO2025.08 | 0.644 | 0.64 | — |