DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet (test)
93.47Average Accuracy
272
DomainNet
98.93Accuracy (ClipArt)
238
DomainNet
81.62Accuracy
228
DomainNet
85.8Average Accuracy
142
DomainNet (test)
89.7Average Accuracy
97
DomainNet
90.32Accuracy
95
DomainNet
78.08Average Accuracy
58
DomainNet Real
85.5Mean Accuracy
55
DomainNet-126
83.7Accuracy (R->C)
49
DomainNet 3-shot
78.2Mean Accuracy
48
DomainNet 1-shot
76.1Mean Accuracy
46
DomainNet
75.51AA*
43
DomainNet fine-grained
49.76Accuracy
42
DomainNet fine-grained (test)
46.83Accuracy
42
DomainNet Mini 60/66 (test)
92.98OS*
40
DomainNet
77.7Accuracy (R->C)
40
DomainNet DomainBed (test)
68.07Clipart Accuracy
37
DomainNet
0.91R^2
36
DomainNet meta (test)
69.38Accuracy
36
DomainNet (test)
61.8Accuracy
36
DomainNet
63.5Acc (P->R)
36
DomainNet (unseen clients)
86.1Average Accuracy
34
DomainNet unseen domains
68.27Clipart Accuracy
28
DomainNet
3.375MAE
27
DomainNet Mini
96.65Accuracy
27