Sketch-Based Image Retrieval on QuickDraw
33.6mAPDCDL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCDLBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 33.6 | 29.6 | |
| DCDLBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.11 | 33.6 | 29.6 | |
| TransAgg + UNIONBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.11 | 33.4 | 41.5 | |
| IVTBackbone=ViT-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 32.4 | 16.2 | |
| IVTBackbone=ViT-B, Number of Pairs=57K/15K/236K2025.11 | 32.4 | 16.2 | |
| TransAggBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.11 | 30.1 | 43.5 | |
| TransAgg_FIGROTDBackbone=BLIP-B, Number of Pairs=16K2025.11 | 24.9 | 34.8 | |
| VaGFeMBackbone=BLIP-B, Number of Pairs=16K2025.11 | 24.8 | 34.4 | |
| VaGFeM_TripletBackbone=BLIP-B, Number of Pairs=16K2025.11 | 23.2 | 34.3 | |
| CATBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 20.2 | 38.8 | |
| CATBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.11 | 20.2 | 38.8 | |
| MagicLensBackbone=CLIP-L, # Pairs=36.7M, Zero-shot=true2025.11 | 15.1 | 20.4 | |
| MagicLensBackbone=CLIP-L, Number of Pairs=36.7M2025.11 | 15.1 | 20.4 | |
| ZSE-SBIRBackbone=ViT-L, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 14.5 | 21.6 | |
| ZSE-SBIRBackbone=ViT-L, Number of Pairs=57K/15K/236K2025.11 | 14.5 | 21.6 |