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ResearchFormerly WizWand

Sketch-Based Image Retrieval on QuickDraw

33.6mAPDCDL
13.73618.89324.0529.207Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DCDLBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1133.629.6
DCDLBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.1133.629.6
TransAgg + UNIONBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.1133.441.5
IVTBackbone=ViT-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1132.416.2
IVTBackbone=ViT-B, Number of Pairs=57K/15K/236K2025.1132.416.2
TransAggBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.1130.143.5
TransAgg_FIGROTDBackbone=BLIP-B, Number of Pairs=16K2025.1124.934.8
VaGFeMBackbone=BLIP-B, Number of Pairs=16K2025.1124.834.4
VaGFeM_TripletBackbone=BLIP-B, Number of Pairs=16K2025.1123.234.3
CATBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1120.238.8
CATBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.1120.238.8
MagicLensBackbone=CLIP-L, # Pairs=36.7M, Zero-shot=true2025.1115.120.4
MagicLensBackbone=CLIP-L, Number of Pairs=36.7M2025.1115.120.4
ZSE-SBIRBackbone=ViT-L, # Pairs=57K/15K/236K, Zero-shot=true2025.1114.521.6
ZSE-SBIRBackbone=ViT-L, Number of Pairs=57K/15K/236K2025.1114.521.6