DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet Painting → Quickdraw
81.67Precision@50
10
DomainNet Clipart → Painting
97.84Precision@50
10
DomainNet Painting → Clipart
98.49Precision@50
10
DomainNet Sketch → Infograph
95.21Precision@50
10
DomainNet Infograph → Sketch
75.87Precision@50
10
DomainNet Real → Infograph
93.01Precision@50
10
DomainNet Infograph → Real
78.72Precision@50
10
DomainNet Sketch → Clipart
98.27Precision@50
10
DomainNet Clipart → Sketch
97.92Precision@50
10
MiniDomainNet
41.96CLIP Similarity
10
DomainNet Mini
86.4Acc (Cl -> Pn)
10
DomainNet 365 classes (test)
67.8Accuracy
10
DomainNet (leave-one-domain-out)
65.2Clipart Accuracy
10
DomainNet v1 (test)
26.1Accuracy (Clipart)
10
DomainNet large (test)
71.12Average Accuracy
9
DomainNet 100 tasks
62.35Accuracy
9
DomainNet 50 tasks
74.32Accuracy
9
DomainNet 5 tasks (test)
77.72ACC5
9
DomainNet-345 (Unlabeled Mixed)
66.4Accuracy
9
DomainNet-345 (Unlabeled Common)
72.5Accuracy
9
DomainNet 345 (Unlabeled Private)
67.1Accuracy
9
DomainNet (test)
55Clipart Score
9
Mini-DomainNet (Leave-one-domain-out)
69.38Accuracy (Clipart)
9
mini-DomainNet (test)
69.38Accuracy (Clipart)
9
DomainNet
37.5Acc (Cli)
9