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ResearchFormerly WizWand

Universal Cross-Domain Retrieval on DomainNet Painting (UnseenGallery)

76.55mAP@200MAIL++
61.085265.100169.11573.1299May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MAIL++Training Setting=2-Shot2026.0576.5571.53
MAILTraining Setting=2-Shot2026.0576.0570.85
ProS*Training Setting=Full training data (UCDR results)2026.0575.1669.55
MaPLeTraining Setting=2-Shot2026.0575.0269.41
MMATraining Setting=2-Shot2026.0574.0868.36
BitFitTraining Setting=2-Shot2026.0573.467.39
VPT-DTraining Setting=2-Shot2026.0572.0565.88
IVLPTraining Setting=2-Shot2026.0571.4765.51
AFormerTraining Setting=2-Shot2026.0571.0864.59
IVLATraining Setting=2-Shot2026.0571.0264.6
CLIPTraining Setting=2-Shot2026.0561.6855.07