DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet Quickdraw ODG setting (leave-one-domain-out)
25.41Accuracy
19
DomainNet Infograph ODG setting (leave-one-domain-out)
65.34Accuracy
19
DomainNet Real ODG setting (leave-one-domain-out)
92.38Acc
19
DomainNet Painting ODG setting leave-one-domain-out
0.793Accuracy
19
DomainNet Clipart ODG setting (leave-one-domain-out)
90.41Accuracy
19
DomainNet infograph
71.4AP
19
DomainNet sketch
0.813AP
19
DomainNet real
98.6AP
19
DomainNet 6-split clipart → real → painting → sketch → infograph → quickdraw
29.64Accuracy (ACC)
18
DomainNet 6-split
29.64Accuracy
18
DomainNet
75.2Last Step Accuracy
18
DomainNet
72.54ID Accuracy
18
DomainNet 5-task
60.4Average Accuracy (SD)
18
DomainNet Clipart (S-1)
76.3Accuracy
18
DomainNet Clipart (S-0)
79.1Accuracy
18
DomainNet (test)
42.3Accuracy
18
DomainNet Clipart
94.83Accuracy
18
DomainNet (out-of-domain)
50.6Accuracy
18
DomainNet unseen domains
63.8Accuracy (Clip Domain)
18
DomainNet Sketch (S-1)
64.1Accuracy
17
DomainNet Sketch (S-0)
69.8Accuracy
17
DomainNet Quickdraw (S-1)
20.4Accuracy
17
DomainNet Quickdraw (S-0)
18.2Accuracy
17
DomainNet Painting (S-1)
56.3Accuracy
17
DomainNet Painting (S-0)
71.6Accuracy
17