Facial Expression Spotting on CAS(ME)2
48.41Overall F1-scoreSpotFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SpotFormerMethod Category=Deep-learning methods2024.07 | 48.41 | 50.61 | 28.17 | — | |
| Wang et al.Method Category=Traditional methods2024.07 | 45.58 | 50.61 | 26.14 | — | |
| LGSNetMethod Category=Deep-learning methods2024.07 | 43.6 | — | — | — | |
| Zhao et al.Method Category=Traditional methods2024.07 | 40.3 | — | — | — | |
| AUW-GCNMethod Category=Deep-learning methods2024.07 | 38.34 | 42.35 | 15.38 | — | |
| MTSNMethod Category=Deep-learning methods2024.07 | 36.2 | 41.04 | 8.08 | — | |
| HeMethod Category=Traditional methods2024.07 | 34.36 | 37.82 | 19.65 | — | |
| LSSNetMethod Category=Deep-learning methods2024.07 | 32.5 | 37.7 | 4.2 | — | |
| ABPNMethod Category=Deep-learning methods2024.07 | 31.17 | 33.57 | 15.9 | — | |
| SOFTNetMethod Category=Deep-learning methods2024.07 | 20.22 | 24.1 | 11.73 | — | |
| Concat-CNNMethod Category=Deep-learning methods2024.07 | 20.19 | 25.05 | 1.53 | — | |
| 3D-CNNMethod Category=Deep-learning methods2024.07 | 16.75 | 21.45 | 7.14 | — | |
| Zhang et al.Method Category=Traditional methods2024.07 | 14.03 | 21.31 | 5.47 | — | |
| LBCNNMethod Category=Deep-learning methods2024.07 | 5.95 | — | — | — | |
| Optical StrainMethod Category=Traditional methods2024.07 | 4.48 | 14.36 | 0.98 | — | |
| MDMDMethod Category=Traditional methods2024.07 | 3.76 | 11.96 | 0.82 | — | |
| AUW-GCN2025.04 | — | — | — | 42.4 | |
| FEDN2025.04 | — | — | — | 52.4 | |
| LGSNet2025.04 | — | — | — | 46.4 | |
| LSSNet2025.04 | — | — | — | 38 | |
| MESNetMethod Category=Deep-learning methods2024.07 | — | — | 3.6 | — | |
| MTSN2025.04 | — | — | — | 41 | |
| MULTMethod Category=Deep-learning methods2024.07 | — | — | 13.73 | — | |
| SpotFormer2025.04 | — | — | — | 50.6 | |
| Tan et al.2025.04 | — | — | — | 42.4 |