Domain Adaptation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.1Return Ratio
6
Jun 30, 2026
98.9Return Ratio
6
Jun 30, 2026
0.196Return Ratio
6
Jun 30, 2026
51.2Return Ratio
6
Jun 30, 2026
59.1Return Ratio
6
Jun 30, 2026
1.638Return Ratio
6
Jun 30, 2026
75.75Overall Accuracy
6
Feb 26, 2026
39.29FID
6
Feb 26, 2026
91Acc (fi1)
6
Feb 26, 2026
89.3Accuracy
5
Feb 26, 2026
56.58Standard Accuracy (Ar->Cl)
5
Feb 26, 2026
14.65Standard Accuracy (C->I)
5
Feb 26, 2026
0.038Median Runtime (s)
5
Feb 26, 2026
16.8Test Error
5
Feb 26, 2026
58Geometry Score
4
Mar 26, 2026
0.31Risk
4
Mar 26, 2026
24Risk
4
Mar 26, 2026
19Risk
4
Mar 26, 2026
79.8Closed-set Accuracy
4
Feb 26, 2026
74.4Closed-set Acc
4
Feb 26, 2026
72.3Acc (Covariate Shift)
4
Feb 26, 2026
71.6Accuracy (Covariate Shift, Closed-set)
4
Feb 26, 2026
121.21KID (Amedeo Modigliani)
4
Feb 26, 2026
172.34FID
4
Feb 26, 2026
236.61FID
4
Feb 26, 2026