DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet Source domain
74.59Accuracy
6
DomainNet (test)
63Certified Accuracy (r=0.00)
5
DomainNet coarse-grained
75.7Clipart Top-1 Accuracy
5
DomainNet
69.64Accuracy (R → C)
5
DomainNet (test)
14.65Standard Accuracy (C->I)
5
Mini-DomainNet Sketch
54.59Wua
5
Mini-DomainNet Real
58.82Wua
5
Mini-DomainNet Painting
53.85Wua
5
Mini-DomainNet Clipart
51.47Wua
5
DomainNet Mini
81.05HOS (C)
5
DomainNet 126 (target)
71.8Closed-set Acc (Covariate)
5
DomainNet
33.6Acc (c)
5
DomainNet
77.2Accuracy (Clip Domain)
4
DomainNet 40% Asymmetric Noise (test)
52.8ID Accuracy
4
DomainNet
16.66PSNR
4
DomainNet-126 (target)
88.1Accuracy
4
DomainNet-345 target 12 domain pairs
74.4Closed-set Acc
4
DomainNet-126
72.3Acc (Covariate Shift)
4
DomainNet Real to Clipart (meta-test)
52.92Accuracy (%)
4
DomainNet Real (train)
50.9Accuracy
4
DomainNet
81.51Accuracy (Real)
4
DomainNet (held-out target)
61Average Accuracy
3
DomainNet
72.8Accuracy
3
DomainNet
0.726MAP@1
3
DomainNet
83.57MAP@1
3