Unsupervised Domain Adaptation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.2Accuracy (I -> P)
15
Feb 26, 2026
99.5Accuracy (A->W)
14
Feb 26, 2026
95.8Accuracy (A -> D)
14
Feb 26, 2026
85.5Accuracy (C->P)
13
Feb 26, 2026
97.4Accuracy (Domain C)
12
Feb 26, 2026
99.1Accuracy (A->W)
12
Feb 26, 2026
0.839R->C Accuracy
12
Feb 26, 2026
48.6Accuracy (Real -> Clipart, 1-shot)
12
Feb 26, 2026
72.77Accuracy (C -> I)
12
Feb 26, 2026
82.8Dice (AA)
11
Feb 26, 2026
72.4Accuracy
10
Feb 26, 2026
90.4Accuracy
10
Feb 26, 2026
94.7Accuracy
10
Feb 26, 2026
98.6Accuracy (-> C)
10
Feb 26, 2026
93.2Dice (AA)
10
Feb 26, 2026
97.6Accuracy (MNIST -> USPS)
10
Feb 26, 2026
17.1WAcc-5 (A->C)
8
Feb 26, 2026
93.1Accuracy
8
Feb 26, 2026
71.94Accuracy (Art Target)
7
Feb 26, 2026
87Plane Accuracy
6
Jun 4, 2026
81.6CRC -> NCT Performance
6
Feb 26, 2026
71.5Accuracy
6
Feb 26, 2026
95.9Accuracy (M->U)
5
Feb 26, 2026
99.5Accuracy (Source)
5
Feb 26, 2026
79.7Acc Cl -> Ar (S)
4
Feb 26, 2026