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Sketch-Based Image Retrieval on TU-Berlin

64.1mAPVaGFeM
44.65249.70154.7559.799Nov 27, 2025

Evaluation results

MethodLinks
VaGFeMBackbone=BLIP-B, Number of Pairs=16K2025.1164.174.7
DCDLBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1163.474.1
DCDLBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.1163.474.1
CATBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1163.172.2
CATBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.1163.172.2
TransAgg_FIGROTDBackbone=BLIP-B, Number of Pairs=16K2025.1163.173.4
MagicLensBackbone=CLIP-L, # Pairs=36.7M, Zero-shot=true2025.1162.973.1
MagicLensBackbone=CLIP-L, Number of Pairs=36.7M2025.1162.973.1
VaGFeM_TripletBackbone=BLIP-B, Number of Pairs=16K2025.1162.473.3
IVTBackbone=ViT-B, # Pairs=57K/15K/236K, Zero-shot=true2025.1155.762.9
IVTBackbone=ViT-B, Number of Pairs=57K/15K/236K2025.1155.762.9
ZSE-SBIRBackbone=ViT-L, # Pairs=57K/15K/236K, Zero-shot=true2025.1154.265.7
ZSE-SBIRBackbone=ViT-L, Number of Pairs=57K/15K/236K2025.1154.265.7
TransAgg + UNIONBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.115169.8
TransAggBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.1145.468.2