DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet Infograph (S-1)
46.7Accuracy
17
DomainNet Infograph (S-0)
52Accuracy
17
DomainNet
67.09Average Accuracy
17
miniDomainNet
71.4Accuracy (Clipart)
17
DomainNet v1 (test)
-13.29Mean Spearman Correlation
16
DomainNet-126 Closed-set
78.2Accuracy (C → P)
16
DomainNet
27.01MCI (%pt.)
16
DomainNet Average across domains
51.9R@1
16
DomainNet Real to Clipart
63.52R@1
16
DomainNet Real to Quickdraw
41.25Recall@1
16
DomainNet Real to Painting
67.41R@1
16
DomainNet Real to Infograph
33.6R@1
16
DomainNet Real to Sketch
53.72Recall@1
16
DomainNet
70.28Accuracy (All)
16
DomainNet (test)
31.9Shared-set mAP (Qu->Cl)
16
DomainNet 50% test split (val)
79.9Accuracy (Clipart)
16
DomainNet
96.8C-S Score
15
DomainNet 126
78.4Accuracy C->S
15
DomainNet 126 (test)
83.2C->P Accuracy
15
DomainNet
70.3Accuracy
15
DomainNet Source: Real 100% data (test)
84.22Accuracy (Real)
15
DomainNet Feature non-IID
78.01Top-1 Accuracy
14
DomainNet Feature+label non-IID (average across domains)
77.77Top-1 Acc
14
DomainNet Known
74.19AA (all)
14
DomainNet ID single-source ViT
76.42IQM Accuracy
13