DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Mini-DomainNet Clipart
84Au
7
DomainNet 50k (test)
71.56Accuracy (Real)
7
DomainNet Real domain (ID)
73.16Accuracy
7
DomainNet Ten-shot
81.2Accuracy (R->C)
7
DomainNet Five-shot
80.3R->C Accuracy
7
DomainNet
75.03Average Accuracy
6
DomainNet alpha=0.01
65.23Clipart Accuracy
6
DomainNet 15-task
73.91FAA
6
DomainNet 10-task
76.54FAA
6
DomainNet Inc345
56.73Average Accuracy
6
DomainNet stream
64Ctot
6
DomainNet Clipart 10-shot (test)
71.13Accuracy
6
DomainNet Clipart (test)
40.06Accuracy
6
DomainNet Clipart (test)
41.57Accuracy
6
DomainNet (test)
87.4Acc (rel->clp)
6
DomainNet (test)
25.28Accuracy (H=0)
6
DomainNet Split 10-task (test)
89.15Last Accuracy
6
DomainNet
97.36Real Accuracy
6
DomainNet Painting
91.37Accuracy
6
DomainNet Infograph
82.02Accuracy
6
DomainNet Sketch
91.2Accuracy
6
DomainNet Real
97.36Accuracy
6
DomainNet Real
32.89Error Rate
6
DomainNet Expanded domain
60.91Accuracy
6
DomainNet Target domain
48.04Accuracy
6