Micro-expression Recognition on CASME II
98.82UF1EPIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EPIRProtocol=CDE, Params=7.03, FLOPs=84.032026.04 | 98.82 | 98.96 | |
| HTNetProtocol=CDE, Params=438.51, FLOPs=214.62026.04 | 95.32 | 95.16 | |
| FRL-DGTYear=2022, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 91.9 | 90.3 | |
| FRL-DGTProtocol=CDE2026.04 | 91.9 | 90.3 | |
| MFDANProtocol=CDE2026.04 | 91.34 | 93.26 | |
| FeatRefYear=2022, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 89.2 | 88.7 | |
| FeatRefProtocol=CDE2026.04 | 89.15 | 88.73 | |
| GLEFFNProtocol=CDE2026.04 | 88.25 | 91.1 | |
| MERSiamC3DYear=2021, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 88.2 | 87.6 | |
| MERSiamC3DProtocol=CDE2026.04 | 88.2 | 87.6 | |
| FGRL-AUFYear=2021, Type=Deep-Learning, Evaluation Protocol=LOSO, Extra Datasets=CASME II and SAMM annotated AUs2023.04 | 88 | 87.1 | |
| OFF-ApexNetProtocol=CDE2026.04 | 87.64 | 86.81 | |
| EPIREvaluation Protocol=SDE protocol, Params=7.03, FLOPs=84.032026.04 | 87.12 | 84.66 | |
| ME-PLANYear=2022, Type=Deep-Learning, Evaluation Protocol=LOSO, Extra Datasets=CK+, Oulu-CASIA and DFEW macro-expression pre-training2023.04 | 86.3 | 87.8 | |
| Dual-InceptionProtocol=CDE2026.04 | 86.21 | 85.6 | |
| RCN-AYear=2020, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 85.1 | 81.2 | |
| RCN-AProtocol=CDE2026.04 | 85.1 | 81.2 | |
| GEMEYear=2021, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 84 | 85.1 | |
| GEMEProtocol=CDE2026.04 | 84 | 85.1 | |
| STSTNetProtocol=CDE2026.04 | 83.82 | 86.86 | |
| STSTNetYear=2019, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 83.8 | 86.9 | |
| EMRProtocol=CDE2026.04 | 82.93 | 82.09 | |
| EMRNetYear=2019, Type=Deep-Learning, Evaluation Protocol=LOSO, Extra Datasets=CK+2023.04 | 82.9 | 82.1 | |
| SRMCLEvaluation Protocol=SDE protocol2026.04 | 82.86 | 83.2 | |
| Bi-WOOFYear=2018, Type=Hand-Crafted, Evaluation Protocol=LOSO2023.04 | 78.1 | 80.3 | |
| Bi-WOOFProtocol=CDE2026.04 | 78.05 | 80.26 | |
| SLSTTEvaluation Protocol=SDE protocol2026.04 | 75.3 | 75.81 | |
| I3D+MOCOEvaluation Protocol=SDE protocol2026.04 | 73.66 | 76.3 | |
| Graph-TCNEvaluation Protocol=SDE protocol2026.04 | 72.46 | 73.98 | |
| OFVIG-NetProtocol=CDE2026.04 | 71.29 | 71.95 | |
| CapsuleNetYear=2019, Type=Deep-Learning, Evaluation Protocol=LOSO2023.04 | 70.7 | 70.2 | |
| CapsuleNetProtocol=CDE2026.04 | 70.68 | 70.18 | |
| AUGCN+AUFusionEvaluation Protocol=SDE protocol2026.04 | 70.47 | 74.27 | |
| LBP-TOPYear=2014, Type=Hand-Crafted, Evaluation Protocol=LOSO2023.04 | 70.3 | 74.3 | |
| LBP-TOPProtocol=CDE2026.04 | 70.26 | 74.29 | |
| LGCconEvaluation Protocol=SDE protocol2026.04 | 64 | 65.02 | |
| Bi-WOOFEvaluation Protocol=SDE protocol2026.04 | 61 | 58.85 | |
| MDMOEvaluation Protocol=SDE protocol2026.04 | 49.66 | 51.69 | |
| MELLMEvaluation Protocol=SDE protocol2026.04 | 48.49 | 53.37 | |
| LBP-TOPEvaluation Protocol=SDE protocol2026.04 | 35.89 | 39.68 | |
| μ-BERT# Classes=32023.04 | 0.9034 | 0.8914 | |
| MAE# Classes=32023.04 | 0.8803 | 0.8728 | |
| OFF-ApexNet# Classes=32023.04 | 0.8697 | 0.8828 | |
| μ-BERT# Classes=52023.04 | 0.8553 | 0.8348 | |
| STSTNet# Classes=32023.04 | 0.8382 | 0.8686 | |
| TSCNN# Classes=52023.04 | 0.807 | 0.8097 | |
| SMA-STN# Classes=52023.04 | 0.7946 | 0.8259 | |
| MiMaNet# Classes=52023.04 | 0.759 | 0.799 | |
| GEME# Classes=52023.04 | 0.7354 | 0.752 | |
| DSTAN# Classes=52023.04 | 0.73 | 0.75 | |
| Graph-TCN# Classes=52023.04 | 0.7246 | 0.7398 | |
| AMAN# Classes=52023.04 | 0.71 | 0.754 | |
| LR-GACNN# Classes=52023.04 | 0.709 | 0.813 |