Domain Adaptation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.1Average Accuracy
187
May 8, 2026
98.5Accuracy (A to W)
162
Feb 26, 2026
89.2Average Accuracy
140
Apr 21, 2026
90.2Mean Accuracy
112
Feb 26, 2026
92.8Mean Class Accuracy
98
Feb 26, 2026
93.3Average Accuracy
96
Feb 26, 2026
91.6Average Accuracy
76
Feb 26, 2026
95.95Mean Accuracy
74
Feb 26, 2026
98.8Accuracy
53
Feb 26, 2026
87.2Mean Accuracy
52
Feb 26, 2026
99.4Acc (Target)
47
Jun 4, 2026
60.07Accuracy
34
Jun 4, 2026
93.37Standard Accuracy (A->D)
28
Feb 26, 2026
87.4Accuracy (A to C)
28
Feb 26, 2026
0.893S→R Score
26
Feb 26, 2026
77.4Accuracy (S->P)
26
Feb 26, 2026
61.1Accuracy
25
Jun 4, 2026
76.4Accuracy (D->A)
25
Feb 26, 2026
45.8Accuracy (ImageNet-Sketch)
24
Feb 26, 2026
83.9R->C Accuracy
22
Feb 26, 2026
94.5Acc (A->W)
21
Feb 26, 2026
54.89BBH
20
Feb 26, 2026
56.59BBH
20
Feb 26, 2026
96.3Accuracy
17
May 14, 2026
89Accuracy (Ph -> Ar, Clean)
16
Jul 7, 2026