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ResearchFormerly WizWand

Open-Set Multi-Target Domain Adaptation on DomainNet Mini 60/66 (test)

92.98OS*AD-CLIP
11.246432.465753.68574.9043Aug 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AD-CLIPSource Domain=Painting, Backbone=ViT-B/162024.0892.9841.0156.92
AD-CLIPSource Domain=Sketch, Backbone=ViT-B/162024.0891.9438.153.88
AD-CLIPSource Domain=Clipart, Backbone=ViT-B/162024.0891.8737.453.16
CLIPSource Domain=Painting, Backbone=ViT-B/162024.0890.9764.7875.67
CLIPSource Domain=Sketch, Backbone=ViT-B/162024.0889.6765.4475.66
CLIPSource Domain=Clipart, Backbone=ViT-B/162024.0889.2965.8175.78
COSMoSource Domain=Painting, Backbone=ViT-B/162024.0886.5881.8584.15
AD-CLIPSource Domain=Real, Backbone=ViT-B/162024.0886.1232.947.61
AD-CLIPSource Domain=Painting, Backbone=RN502024.0885.3844.1858.23
CLIPSource Domain=Real, Backbone=ViT-B/162024.0884.7463.1972.39
AD-CLIPSource Domain=Clipart, Backbone=RN502024.0883.9741.9355.93
AD-CLIPSource Domain=Sketch, Backbone=RN502024.0883.143.6757.25
COSMoSource Domain=Clipart, Backbone=ViT-B/162024.0883.0879.181.05
CLIPSource Domain=Painting, Backbone=RN502024.0882.1563.171.38
COSMoSource Domain=Sketch, Backbone=ViT-B/162024.0881.0884.7782.89
CLIPSource Domain=Sketch, Backbone=RN502024.0881.0764.2671.69
CLIPSource Domain=Clipart, Backbone=RN502024.0880.4764.5971.67
COSMoSource Domain=Painting, Backbone=RN502024.0880.3772.6976.34
COSMoSource Domain=Real, Backbone=ViT-B/162024.0879.3379.0379.18
DANCESource Domain=Painting, Backbone=ViT-B/162024.0876.0787.2981.29
COSMoSource Domain=Clipart, Backbone=RN502024.0874.3876.6275.48
AD-CLIPSource Domain=Real, Backbone=RN502024.0873.540.3652.11
COSMoSource Domain=Sketch, Backbone=RN502024.0872.7580.7276.52
CLIPSource Domain=Real, Backbone=RN502024.0868.8768.1968.53
COSMoSource Domain=Real, Backbone=RN502024.0863.3677.0669.54
DANCESource Domain=Real, Backbone=ViT-B/162024.0861.9789.8573.35
DANCESource Domain=Sketch, Backbone=ViT-B/162024.0860.4694.8573.84
DANCESource Domain=Clipart, Backbone=ViT-B/162024.0856.8591.9670.26
OSDA-BPSource Domain=Painting, Backbone=ViT-B/162024.0848.357.2852.41
OSDA-BPSource Domain=Real, Backbone=ViT-B/162024.0841.6559.0848.86
OSDA-BPSource Domain=Sketch, Backbone=ViT-B/162024.0840.9535.0937.79
OSDA-BPSource Domain=Clipart, Backbone=RN502024.0838.8571.1450.26
OSDA-BPSource Domain=Sketch, Backbone=RN502024.0838.7670.3549.98
OSDA-BPSource Domain=Painting, Backbone=RN502024.0838.5873.2550.54
OSDA-BPSource Domain=Clipart, Backbone=ViT-B/162024.0837.4346.0141.27
DANCESource Domain=Painting, Backbone=RN502024.0831.794.2947.45
DANCESource Domain=Sketch, Backbone=RN502024.0828.696.2744.1
DANCESource Domain=Clipart, Backbone=RN502024.0826.4694.8241.37
OSDA-BPSource Domain=Real, Backbone=RN502024.0825.7373.5438.12
DANCESource Domain=Real, Backbone=RN502024.0814.3997.1225.06