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ResearchFormerly WizWand

Relation-Conditioned Retrieval on Auto (MRR)

30.34MRRRCML
16.268819.921923.57527.2281Aug 24, 2025
Updated 6mo ago

Evaluation results

MethodLinks
RCMLSimilarity Measure=TT2025.0830.34
RCMLSimilarity Measure=AVG2025.0829.38
ImageBindSimilarity Measure=AVG2025.0827.78
ImageBindSimilarity Measure=TT2025.0827.69
RCMLSimilarity Measure=IT2025.0827.64
SigLIPSimilarity Measure=TT2025.0827.22
SigLIPSimilarity Measure=AVG2025.0827.02
ImageBindSimilarity Measure=TI2025.0826.1
CLIPSimilarity Measure=TT2025.0825.95
ImageBindSimilarity Measure=IT2025.0825.77
ImageBindSimilarity Measure=II2025.0825.62
CLIPSimilarity Measure=AVG2025.0825.33
RCMLSimilarity Measure=TI2025.0825.32
SigLIPSimilarity Measure=TI2025.0825.18
RCMLSimilarity Measure=II2025.0825.16
SigLIPSimilarity Measure=IT2025.0825.03
SigLIPSimilarity Measure=II2025.0824.61
CLIPSimilarity Measure=IT2025.0823.36
CLIPSimilarity Measure=TI2025.0822.85
CLIPSimilarity Measure=II2025.0821.69
UniCLSimilarity Measure=AVG2025.0821.02
UniCLSimilarity Measure=II2025.0820.88
DeCLIPSimilarity Measure=TT2025.0820.16
DeCLIPSimilarity Measure=AVG2025.0819.98
UniCLSimilarity Measure=TT2025.0818.99
UniCLSimilarity Measure=TI2025.0818.06
DeCLIPSimilarity Measure=II2025.0817.99
UniCLSimilarity Measure=IT2025.0817.34
DeCLIPSimilarity Measure=TI2025.0816.94
DeCLIPSimilarity Measure=IT2025.0816.81