Facial Action Unit Detection on DISFA (subject-independent three-fold cross-val)
66.6Average ScoreUAU-Net
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| UAU-Net2026.04 | 66.6 | 66.3 | 58.4 | 75.7 | 53.4 | 52 | 72.6 | 91.8 | 62.5 | |
| AUNCE2026.04 | 66.4 | 61.8 | 58.9 | 74.9 | 49.7 | 56.2 | 73.5 | 92.1 | 64.2 | |
| AU-TTT2026.04 | 66.4 | — | — | — | — | — | — | — | — | |
| MDHR2026.04 | 66.2 | 65.4 | 60.2 | 75.2 | 50.2 | 52.4 | 74.3 | 93.7 | 58.2 | |
| SACL2026.04 | 65.5 | 62 | 65.7 | 74.5 | 53.2 | 43.1 | 76.9 | 95.6 | 53.1 | |
| AC2D2026.04 | 65.4 | 57.8 | 59.2 | 70.1 | 50.1 | 54.4 | 75.1 | 90.3 | 66.2 | |
| WSRTL2026.04 | 64.6 | 57.3 | 51.8 | 74.3 | 49.8 | 44.8 | 79.3 | 94.6 | 64.6 | |
| RETD2026.04 | 64.6 | 62.6 | 54.7 | 70.8 | 46.3 | 51.7 | 76.3 | 94.4 | 59.8 | |
| SMA-Net2026.04 | 64.2 | 53.4 | 54.2 | 64 | 57 | 47 | 76.6 | 92 | 55.2 | |
| ME-GraphAU2026.04 | 63.1 | 54.6 | 47.1 | 72.9 | 54 | 55.7 | 76.7 | 91.1 | 53 | |
| HSTR-Net2026.04 | 62.9 | 54.3 | 50.8 | 70.1 | 66.6 | 59.6 | 68 | 97.9 | 69.8 | |
| UGN2026.04 | 60 | 43.3 | 48.1 | 63.4 | 49.5 | 48.2 | 72.9 | 90.8 | 59 | |
| ARL2026.04 | 58.7 | 43.9 | 42.1 | 63.6 | 41.8 | 40 | 76.2 | 95.2 | 66.8 | |
| JAA-Net2026.04 | 56 | 43.7 | 46.2 | 56 | 41.4 | 44.7 | 69.6 | 88.3 | 58.4 | |
| SRERL2026.04 | 55.9 | 45.7 | 47.8 | 59.6 | 47.1 | 45.6 | 73.5 | 84.3 | 43.6 | |
| EAC-Net2026.04 | 48.5 | 41.5 | 26.4 | 66.4 | 50.7 | 80.5 | 89.3 | 88.9 | 15.6 |