DomainNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DomainNet
76.3Accuracy (avg)
13
DomainNet
78.88Average Performance
13
DomainNet
69.68Accuracy (Q->C)
13
DomainNet 126
85.5Accuracy (C->P)
13
DomainNet-345 (target)
76.7Overall Accuracy
13
DomainNet
68.53Accuracy (R->C)
12
DomainNet
1.27Efficiency (E)
12
DomainNet
23Steps Above Threshold
12
DomainNet 10S (10 sessions)
87.33Accuracy Last
12
DomainNet
80.5PR Score
12
DomainNet (test)
88.1Accuracy (C->P)
12
DomainNet feature shift (test)
27.86Accuracy (R=1)
12
DomainNet 1.0 (test)
0.839R->C Accuracy
12
DomainNet (test)
48.6Accuracy (Real -> Clipart, 1-shot)
12
DomainNet Average (MixedGallery)
57.13mAP200
11
DomainNet Average (UnseenGallery)
63.23mAP@200
11
DomainNet Clipart (MixedGallery)
74.33mAP200
11
DomainNet Clipart (UnseenGallery)
79.47mAP@200
11
DomainNet Infograph (MixedGallery)
54.69mAP@200
11
DomainNet Infograph (UnseenGallery)
61.38mAP@200
11
DomainNet Painting (MixedGallery)
71.71mAP200
11
DomainNet Painting (UnseenGallery)
76.55mAP@200
11
DomainNet Quickdraw (MixedGallery)
24.03mAP@200
11
DomainNet Quickdraw (UnseenGallery)
30.7mAP@200
11
DomainNet Sketch (MixedGallery)
60.9mAP@200
11