Micro-expression Recognition on SAMM (P_M, R_M, F1_M, F1_mu, G_M)
74.7F1 Score (Micro)Micro-AU CLIP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Micro-AU CLIPYear=2025, LW=ZSL2026.03 | 74.7 | — | — | — | — | |
| CoTYear=2025, LW=SL2026.03 | 73.7 | — | — | — | — | |
| SupYear=2022, LW=SL2026.03 | 71.3 | — | — | — | — | |
| TFTYear=2024, LW=SL2026.03 | 70.9 | — | — | — | — | |
| 3CCYear=2024, LW=SL2026.03 | 70.1 | — | — | — | — | |
| Micro-AU CLIP (w/o GDA)Year=2025, LW=ZSL2026.03 | 69.6 | — | — | — | — | |
| SRFlowNet-TVRregularization=TVR2026.01 | 61.56 | 62.61 | 64.04 | 73.84 | 47.25 | |
| Gunnar-Farneback2026.01 | 61.24 | 61.87 | 67.86 | 74.29 | 47.22 | |
| SSA2026.01 | 61.24 | 58.14 | 67.86 | 74.29 | 42.86 | |
| SRFlowNet-MIGARregularization=MIGAR2026.01 | 60.29 | 59.89 | 65.17 | 72.06 | 45.38 | |
| FlowNet3.0-CSS2026.01 | 60.14 | 60.86 | 64.31 | 71.37 | 46.27 | |
| TVL12026.01 | 59.95 | 60.86 | 65.94 | 72.78 | 45.38 | |
| SKFlowretrained on SRFlow=true2026.01 | 59.66 | 58.99 | 65.22 | 72.24 | 43.16 | |
| RPKNet2026.01 | 59.65 | 59.64 | 64.75 | 71.56 | 45.2 | |
| DPFlowretrained on SRFlow=true2026.01 | 59.53 | 59.96 | 64.75 | 71.99 | 46.73 | |
| SRFlowNet-FDRregularization=FDR2026.01 | 59.49 | 59.64 | 64.86 | 71.5 | 45.38 | |
| RPKNetretrained on SRFlow=true2026.01 | 59.39 | 59.9 | 64.45 | 72.77 | 46.68 | |
| MemFlow2026.01 | 59.28 | 60.12 | 64.52 | 71.05 | 44.77 | |
| MemFlowretrained on SRFlow=true2026.01 | 59.2 | 58.89 | 65.34 | 72.05 | 42.86 | |
| SRFlowNet-IGVARregularization=IGVAR2026.01 | 58.89 | 58.86 | 64.75 | 71.5 | 44.21 | |
| SKFlow2026.01 | 58.56 | 57.99 | 64.58 | 71.29 | 42.86 | |
| DPFlow2026.01 | 57.91 | 55.57 | 63.33 | 69.48 | 42.86 |