Compositional Zero-Shot Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
24.3HM Score
65
Mar 18, 2026
60.5HM
57
Mar 18, 2026
34HM
56
Mar 18, 2026
54.5HM
52
Mar 18, 2026
37.2HM
38
Feb 27, 2026
0.413Harmonic Mean (HM)
32
Feb 26, 2026
34.6HM
30
Mar 5, 2026
23.5AUC
27
Mar 18, 2026
28.9HM
16
Mar 5, 2026
50.7Seen Accuracy
14
Mar 18, 2026
19.9Top-1 Acc
11
Feb 26, 2026
34.32HM (Harmonic Mean)
10
Mar 5, 2026
52.1Top-1 Acc
9
Feb 26, 2026
63.5Seen Accuracy
8
Feb 26, 2026
38.6Seen Accuracy
8
Feb 26, 2026
1.4AUC
7
Jul 8, 2026
7.3AUC
7
Jul 8, 2026
0.115AUC
7
Jul 8, 2026
3.5V@3
7
Feb 26, 2026
25.9AUC
3
Feb 26, 2026