Micro-expression Recognition on CASME II 5-class
87.87UF1SAC2-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAC2-NetPub-Year=Ours2026.06 | 87.87 | 88.34 | — | |
| FDP2026.06 | 87.05 | — | — | |
| DBDE-Net2026.06 | 86.91 | — | 89.12 | |
| GAMDSS(rise)#param.=12.6M, FLOPs=5.5G2026.03 | 86.17 | 87.5 | — | |
| GAMDSSPub-Year=TAC-262026.06 | 86.17 | 87.5 | — | |
| TSFmicro2026.06 | 86.17 | — | — | |
| EDMDBNPub-Year=PRL-252026.06 | 85.91 | 88.26 | — | |
| DSBICNet2026.06 | 85.66 | — | 86.37 | |
| µ-BERTAdditional pre-training phase=true2026.03 | 85.53 | 83.48 | — | |
| µ-BERTPub-Year=CVPR-232026.06 | 85.53 | 83.48 | — | |
| GAMDSS(full)#param.=12.6M, FLOPs=11.1G2026.03 | 85.48 | 87.04 | — | |
| MMNet#param.=10.2M, FLOPs=7.6G2026.03 | 85.21 | 86.09 | — | |
| HLoRA-MER2026.06 | 84.24 | — | — | |
| HFA-Net2026.06 | 84.1 | — | 84.06 | |
| TleMerAdditional pre-training phase=true2026.03 | 84.08 | 86.35 | — | |
| MER-CLIP*Pub-Year=TAC-252026.06 | 83.78 | 82.33 | — | |
| MPFNetPub-Year=TAC-252026.06 | 83.3 | 83.1 | — | |
| MARNet2026.06 | 83.16 | — | 82.52 | |
| ADSS2026.06 | 83.09 | — | — | |
| MERSiamC3D2026.03 | 83 | 81.89 | — | |
| SRMCL#param.=33.7M, FLOPs=6.6G2026.03 | 82.86 | 83.2 | — | |
| SRMCLPub-Year=TAC-242026.06 | 82.86 | 83.2 | — | |
| MER-CLIP2026.06 | 82.33 | — | 83.78 | |
| ConvNeXt-T#param.=29M, FLOPs=4.5G2026.03 | 82.11 | 84.62 | — | |
| MPFNet2026.06 | 81.9 | — | — | |
| DecFlow2026.03 | 81.8 | 82.1 | — | |
| SODA4MER2026.06 | 81.41 | — | 84.18 | |
| SODA4MERYear=2025, Protocol=LOSO2025.08 | 81.4 | 84.18 | — | |
| JGULFYear=2024, Protocol=LOSO2025.08 | 80.7 | 82.04 | — | |
| MMTNet*Pub-Year=JVCIR-252026.06 | 80.07 | 80.08 | — | |
| LRT3OYear=2025, Protocol=LOSO2025.08 | 79.1 | 81.78 | — | |
| LTR3O2026.03 | 79.05 | 81.78 | — | |
| LTR3OPub-Year=TAC-252026.06 | 79.05 | 81.78 | — | |
| MADV-Net2026.06 | 78 | — | — | |
| MESTI-MEGANetYear=2025, Protocol=LOSO2025.08 | 77.9 | 82.04 | 78.6 | |
| STAG2026.06 | 77.76 | — | 84.13 | |
| AU GCNYear=2024, Protocol=LOSO2025.08 | 77.6 | 81.85 | — | |
| Micro_NesTYear=2025, Protocol=LOSO2025.08 | 77.2 | 77.93 | — | |
| Micro_NesTPub-Year=ESWA-252026.06 | 77.2 | 77.93 | — | |
| CSARNet2026.03 | 76.65 | 78.46 | — | |
| SCFRAM2026.06 | 75.9 | — | 76.3 | |
| MOL2026.03 | 75.85 | 79.23 | — | |
| MOL2026.06 | 75.85 | — | — | |
| C3DBed2026.03 | 75.2 | 77.64 | — | |
| C3DBedYear=2023, Protocol=LOSO2025.08 | 75.2 | 77.64 | — | |
| FRL-DGT2026.03 | 74.8 | 75.7 | — | |
| FRL-DGTPub-Year=CVPR-232026.06 | 74.8 | 75.7 | — | |
| GAMDSS(fall)#param.=12.6M, FLOPs=5.5G2026.03 | 74.44 | 76.92 | — | |
| CMNetYear=2023, Protocol=LOSO2025.08 | 74 | 78.05 | — | |
| GEMEYear=2021, Protocol=LOSO2025.08 | 73.5 | 75.2 | — | |
| MER-SupconYear=2022, Protocol=LOSO2025.08 | 72.9 | 73.58 | — | |
| Graph-TCN2026.06 | 72.06 | — | — | |
| AMAN2026.03 | 71.25 | 75.4 | — | |
| AU-GCN2026.03 | 70.47 | 74.27 | — | |
| VMamba-T#param.=30M, FLOPs=4.9G2026.03 | 68.08 | 74.49 | — | |
| KPCANetYear=2023, Protocol=LOSO2025.08 | 65.9 | 70.46 | — | |
| Swin-T#param.=28M, FLOPs=4.5G2026.03 | 62.47 | 67.21 | — | |
| MELLMYear=2025, Protocol=LOSO2025.08 | 48.5 | 64.34 | 53.4 |