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ResearchFormerly WizWand

Open-Set Multi-Target Domain Adaptation on Office-Home 15/50 (test)

95.39OS*CLIP
32.719648.989865.2681.5302Aug 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CLIPSource Domain=Clipart, Backbone=ViT-B/162024.0895.3945.0161.16
AD-CLIPSource Domain=Clipart, Backbone=ViT-B/162024.0894.0233.0548.91
AD-CLIPSource Domain=Art, Backbone=ViT-B/162024.0892.6438.1554.04
AD-CLIPSource Domain=Clipart, Backbone=RN502024.0892.334.550.23
CLIPSource Domain=Clipart, Backbone=RN502024.0892.2145.2860.73
AD-CLIPSource Domain=Real World, Backbone=ViT-B/162024.0892.1631.2646.69
CLIPSource Domain=Art, Backbone=ViT-B/162024.0892.0846.0661.76
CLIPSource Domain=Product, Backbone=ViT-B/162024.0890.6453.4467.24
AD-CLIPSource Domain=Product, Backbone=ViT-B/162024.0890.5234.2349.67
COSMoSource Domain=Art, Backbone=ViT-B/162024.0890.2573.480.96
CLIPSource Domain=Real World, Backbone=ViT-B/162024.0890.1649.0363.52
COSMoSource Domain=Clipart, Backbone=ViT-B/162024.0888.9284.7986.8
COSMoSource Domain=Real World, Backbone=ViT-B/162024.0884.6579.4481.97
AD-CLIPSource Domain=Art, Backbone=RN502024.0884.4147.4360.74
DANCESource Domain=Clipart, Backbone=ViT-B/162024.0884.3886.585.42
CLIPSource Domain=Art, Backbone=RN502024.0884.154861.14
AD-CLIPSource Domain=Product, Backbone=RN502024.0882.1144.6457.84
CLIPSource Domain=Product, Backbone=RN502024.0881.4454.6265.38
COSMoSource Domain=Product, Backbone=ViT-B/162024.0880.7884.1382.42
COSMoSource Domain=Clipart, Backbone=RN502024.0880.5981.9981.28
AD-CLIPSource Domain=Real World, Backbone=RN502024.0880.3842.3655.48
CLIPSource Domain=Real World, Backbone=RN502024.0879.6551.0962.25
DANCESource Domain=Art, Backbone=ViT-B/162024.0879.6382.8381.2
COSMoSource Domain=Art, Backbone=RN502024.0879.3174.7476.96
DANCESource Domain=Real World, Backbone=ViT-B/162024.0877.581.1379.28
OSDA-BPSource Domain=Art, Backbone=RN502024.0875.3629.8842.8
COSMoSource Domain=Product, Backbone=RN502024.0874.870.4272.54
DANCESource Domain=Product, Backbone=ViT-B/162024.0872.5785.6878.58
COSMoSource Domain=Real World, Backbone=RN502024.0872.2775.4773.83
OSDA-BPSource Domain=Clipart, Backbone=RN502024.0871.3449.0658.14
OSDA-BPSource Domain=Real World, Backbone=RN502024.0868.1443.3953.02
DANCESource Domain=Art, Backbone=RN502024.0867.9181.0873.91
OSDA-BPSource Domain=Product, Backbone=RN502024.0867.7141.8251.71
DANCESource Domain=Clipart, Backbone=RN502024.0865.1484.4973.56
DANCESource Domain=Real World, Backbone=RN502024.0862.0481.8270.57
DANCESource Domain=Product, Backbone=RN502024.0858.885.7369.76
OSDA-BPSource Domain=Product, Backbone=ViT-B/162024.0854.7757.2355.97
OSDA-BPSource Domain=Real World, Backbone=ViT-B/162024.0848.3269.3356.95
OSDA-BPSource Domain=Art, Backbone=ViT-B/162024.0842.4475.754.39
OSDA-BPSource Domain=Clipart, Backbone=ViT-B/162024.0835.1331.1333.01