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ResearchFormerly WizWand

Universal Cross-Domain Retrieval on DomainNet Quickdraw (MixedGallery)

24.03mAP@200MAIL++
5.278810.146915.01519.8831May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MAIL++Training Setting=2-Shot2026.0524.0322.74
ProS*Training Setting=Full training data (UCDR results)2026.0523.1821.27
MAILTraining Setting=2-Shot2026.0522.8321.26
MMATraining Setting=2-Shot2026.0521.8419.56
MaPLeTraining Setting=2-Shot2026.0521.5819.75
BitFitTraining Setting=2-Shot2026.0519.2216.93
IVLATraining Setting=2-Shot2026.0518.7416.38
VPT-DTraining Setting=2-Shot2026.0518.4516.77
AFormerTraining Setting=2-Shot2026.0518.1115.71
IVLPTraining Setting=2-Shot2026.0515.6714.13
CLIPTraining Setting=2-Shot2026.0563.17