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ResearchFormerly WizWand

Composed Image Retrieval on Fashion-IQ Average

59.09Recall@10IMAGINE
3.772418.133732.49546.8563May 20, 2026May 27, 2026Jun 3, 2026Jun 10, 2026Jun 17, 2026Jun 24, 2026Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
IMAGINEModel Category=CVR Models2026.0659.0980.11
LIMN+Model Category=CIR Models2026.0657.4378.6
ENCODERModel Category=CIR Models2026.0656.1377.59
LIMNModel Category=CIR Models2026.0655.9177.82
SPRCModel Category=CIR Models2026.0654.7274.97
PAIRModel Category=CIR Models2026.0652.7674.51
QuReModel Category=CIR Models2026.0652.673.48
MEDIANModel Category=CIR Models2026.0652.3974.3
TG-CIRModel Category=CIR Models2026.0651.3273.09
CoVR-2Model Category=CVR Models2026.0649.9771.17
CoVR_EnrichModel Category=CVR Models2026.0649.8471.05
CoVRModel Category=CVR Models2026.0648.5370.25
LinCIRArch=ViT-G/14, Train=true2026.0545.1165.69
SADNModel Category=CIR Models2026.0643.9167.36
SEIZEArch=ViT-G/14, Train=false2026.0543.0565.85
IUDCModel Category=CIR Models2026.0639.7664.88
STiTchArch=ViT-G/14, Train=false2026.0539.1259.43
OSrCIRArch=ViT-G/14, Train=false2026.0537.5757.11
SEARLEArch=ViT-G/14, Train=true2026.0534.8155.71
CIReVLArch=ViT-G/14, Train=false2026.0532.1952.36
Pic2WordArch=ViT-G/14, Train=true2026.0531.2851.89
MagicLensBackbone=CLIP ViT-L/142026.0730.752.5
FlowCIRBackbone=CLIP ViT-L/142026.0729.748.9
Context-I2WBackbone=CLIP ViT-L/142026.0727.848.9
MagicLensBackbone=CLIP ViT-B/322026.0726.347.4
LinCIRBackbone=CLIP ViT-L/142026.0726.346.5
SEARLEBackbone=CLIP ViT-L/142026.0725.646.2
Pic2WordBackbone=CLIP ViT-L/142026.0724.743.7
FlowCIRBackbone=CLIP ViT-B/322026.0723.443.2
SEARLEBackbone=CLIP ViT-B/322026.0722.942
PALAVRABackbone=CLIP ViT-B/322026.0719.837.3
Text-onlyBackbone=CLIP ViT-B/322026.071835.9
Text-onlyBackbone=CLIP ViT-L/142026.0716.431.3
Image-onlyBackbone=CLIP ViT-L/142026.077.816.2
Image-onlyBackbone=CLIP ViT-B/322026.075.912.7