DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet 126 (test)
45.3Accuracy (real)
9
DomainNet (test)
86Accuracy R->C
9
DomainNet v1 (test)
37Cli Accuracy
9
DomainNet 6 Domains
68.46Metric A
8
DomainNet 126 Real as source
57.48Accuracy (Clipart)
8
DomainNet-126 Clipart as source
51.24Accuracy (Sketch Domain)
8
DomainNet Mini (test)
56.83Accuracy (Clipart)
8
miniDomainNet (test)
53.7Accuracy
8
miniDomainNet 10 labels per class v1 (test)
56.5Accuracy
8
DomainNet Same Label Space avg across pairs
69.1Clipart Accuracy
8
DomainNet top 10 classes
52.28Accuracy (Clipart)
8
DomainNet
28.2Retrieval Score (Qu->Cl)
8
DomainNet 1.0 (test)
0.829Accuracy (Real)
8
DomainNet
32Classification Error
8
DomainNet averaged over 6 (test)
-0.773Pearson Correlation (r)
8
DomainNet alpha=0.1 (test)
70Accuracy (Clipart)
7
DomainNet severity 5 (test)
42.53Error Rate
7
DomainNet Mini
56.59Du-a
7
Mini-DomainNet Sk
56.22Du-a Score
7
Mini-DomainNet Re
66.07Du-a
7
Mini-DomainNet Pa
47.24Du-a Score
7
Mini-DomainNet Cl
56.82Du-a Score
7
Mini-DomainNet Sketch
81Au
7
Mini-DomainNet Real
88.9Au
7
DomainNet Painting Mini
79.5Au
7