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Compositional Image Retrieval on FashionIQ (val)

41.07Recall@10 (Shirt)PDF
20.706825.993431.2836.5666May 21, 2026

Evaluation results

MethodLinks
PDFBackbone Type=ViT-L/14, Training-free=true2026.0541.0760.433555.3344.164.7639.7159.97
MRA-CIRBackbone Type=ViT-L/14, Training-free=false2026.0540.4360.231.8754.2341.2562.5137.8558.98
PDFBackbone Type=ViT-B/32, Training-free=true2026.0539.4758.6434.7954.8843.8765.8339.3860.12
XRBackbone Type=ViT-L/14, Training-free=true2026.0538.9156.8228.7152.543.9162.5737.1857.3
XRBackbone Type=ViT-B/32, Training-free=true2026.0536.0654.6630.9452.0642.9964.5636.6657.1
CoTMRBackbone Type=ViT-L/14, Training-free=true2026.0535.4354.9131.1855.0438.5561.3335.0557.09
AutoCIRBackbone Type=ViT-L/14, Training-free=true2026.053453.4324.9445.8133.155.5830.6851.6
CoTMRBackbone Type=ViT-B/32, Training-free=true2026.0533.4253.9331.0954.5438.461.1434.356.54
OSrCIRBackbone Type=ViT-L/14, Training-free=true2026.0533.1752.0329.751.8136.9259.2733.2654.37
AutoCIRBackbone Type=ViT-B/32, Training-free=true2026.0532.4351.6726.5246.3633.9656.0930.9751.37
FTI4CIRBackbone Type=ViT-L/14, Training-free=false2026.0531.3550.5924.4947.8432.4354.2129.4250.88
OSrCIRBackbone Type=ViT-B/32, Training-free=true2026.0531.1651.1329.3550.3736.5158.7132.3453.4
LDREBackbone Type=ViT-L/14, Training-free=true2026.0531.0451.2222.9346.7631.5753.6428.5150.54
CIReVLBackbone Type=ViT-L/14, Training-free=true2026.0529.4947.424.7944.7631.3653.6528.5548.57
LinCIRBackbone Type=ViT-L/14, Training-free=false2026.0529.146.8120.9242.4428.8150.1826.2846.49
CIReVLBackbone Type=ViT-B/32, Training-free=true2026.0528.3647.8425.2946.3631.2153.8528.2949.35
ImageScopeBackbone Type=ViT-L/14, Training-free=true2026.0527.8241.7620.1837.4828.6144.4225.5441.22
LDREBackbone Type=ViT-B/32, Training-free=true2026.0527.3846.2719.9741.8427.0748.7824.8145.63
SEARLEBackbone Type=ViT-L/14, Training-free=false2026.0526.8945.5820.4843.1329.3249.9725.5646.23
Pic2WordBackbone Type=ViT-L/14, Training-free=false2026.0526.243.62040.227.947.424.743.7
SEARLEBackbone Type=ViT-B/32, Training-free=false2026.0524.4441.6118.5439.5125.746.4622.8942.53
ImageScopeBackbone Type=ViT-B/32, Training-free=true2026.0524.2937.491835.224.9941.4122.4238.03
PALAVRABackbone Type=ViT-B/32, Training-free=false2026.0521.4937.0517.2535.9420.5538.7619.7637.25