Action Unit Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
58F1-score PAU
46
Mar 16, 2026
69.3Average F1 Score
43
Feb 26, 2026
93.5Accuracy
33
Feb 26, 2026
93.3Accuracy
33
Feb 26, 2026
66.8Avg F1
22
Apr 3, 2026
90F1 (Frame) AU1
21
Apr 14, 2026
63Average F1
17
Feb 26, 2026
68.5Average Performance
14
Apr 14, 2026
60.7F1 Score
12
Feb 26, 2026
62.6F1 Score
7
Feb 26, 2026
0.52F1 Score
2
Feb 26, 2026
44F1 Score
2
Feb 26, 2026
9.5F1 (AU4)
1
Apr 3, 2026
22.1F1 (AU1)
1
Apr 3, 2026
36.8F1 (AU1)
1
Apr 3, 2026
53.7F1 (AU1)
1
Apr 3, 2026