DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet
75.28Clipart Accuracy
26
DomainNet-126
77.4Accuracy (S->P)
26
DomainNet target
67Clipart Accuracy
26
DomainNet Mini
54.06Dua
25
DomainNet (OOD domains)
30.42OOD Average Accuracy
25
DomainNet out-of-domain
59.38Accuracy
25
DomainNet (test)
67.78Average Accuracy
25
DomainNet 126
83.2Average Accuracy
24
DomainNet (test)
53.9Average Accuracy
24
DomainNet
79.5Accuracy (clp)
23
DomainNet mini (test)
87.3Average Accuracy
23
DomainNet c → s
66.6A_Dr
22
DomainNet Sketch to Painting
71.3A_Dr
22
DomainNet (OOD)
25.55AAUC
22
DomainNet (ID)
73.78AAUC
22
DomainNet B0 Inc69
79.7Accuracy A
22
DomainNet Clipart to Painting
45.81Accuracy
22
DomainNet Real to Painting
44.29Accuracy
22
DomainNet Real to Clipart
0.406Accuracy
22
DomainNet target
83.9R->C Accuracy
22
DomainNet 6T
53.8A_T
20
DomainNet
73.82Avg Accuracy
19
DomainNet 10-split
83.94Accuracy
19
DomainNet Average ODG setting (leave-one-domain-out)
71.88Accuracy
19
DomainNet Sketch ODG setting (leave-one-domain-out)
78.46Acc
19