Sketch-Based Image Retrieval on TU-Berlin
64.1mAPVaGFeM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VaGFeMBackbone=BLIP-B, Number of Pairs=16K2025.11 | 64.1 | 74.7 | |
| DCDLBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 63.4 | 74.1 | |
| DCDLBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.11 | 63.4 | 74.1 | |
| CATBackbone=CLIP-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 63.1 | 72.2 | |
| CATBackbone=CLIP-B, Number of Pairs=57K/15K/236K2025.11 | 63.1 | 72.2 | |
| TransAgg_FIGROTDBackbone=BLIP-B, Number of Pairs=16K2025.11 | 63.1 | 73.4 | |
| MagicLensBackbone=CLIP-L, # Pairs=36.7M, Zero-shot=true2025.11 | 62.9 | 73.1 | |
| MagicLensBackbone=CLIP-L, Number of Pairs=36.7M2025.11 | 62.9 | 73.1 | |
| VaGFeM_TripletBackbone=BLIP-B, Number of Pairs=16K2025.11 | 62.4 | 73.3 | |
| IVTBackbone=ViT-B, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 55.7 | 62.9 | |
| IVTBackbone=ViT-B, Number of Pairs=57K/15K/236K2025.11 | 55.7 | 62.9 | |
| ZSE-SBIRBackbone=ViT-L, # Pairs=57K/15K/236K, Zero-shot=true2025.11 | 54.2 | 65.7 | |
| ZSE-SBIRBackbone=ViT-L, Number of Pairs=57K/15K/236K2025.11 | 54.2 | 65.7 | |
| TransAgg + UNIONBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.11 | 51 | 69.8 | |
| TransAggBackbone=CLIP-L, # Pairs=5K, Zero-shot=true2025.11 | 45.4 | 68.2 |