Relation-Conditioned Retrieval on Auto
44.38Hit@5Rcml
Evaluation Results
| Method | Links | |
|---|---|---|
| RcmlSimilarity=TT2025.08 | 44.38 | |
| RcmlSimilarity=AVG2025.08 | 44.31 | |
| RcmlSimilarity=IT2025.08 | 39.77 | |
| RcmlSimilarity=TI2025.08 | 37.28 | |
| ImageBindSimilarity=TT2025.08 | 36.73 | |
| SigLIPSimilarity=TT2025.08 | 36.63 | |
| CLIPSimilarity=TT2025.08 | 36.04 | |
| RcmlSimilarity=II2025.08 | 35.96 | |
| ImageBindSimilarity=AVG2025.08 | 35.68 | |
| ImageBindSimilarity=TI2025.08 | 35.22 | |
| SigLIPSimilarity=AVG2025.08 | 35.15 | |
| ImageBindSimilarity=IT2025.08 | 34.51 | |
| CLIPSimilarity=AVG2025.08 | 34.01 | |
| SigLIPSimilarity=TI2025.08 | 33.63 | |
| SigLIPSimilarity=IT2025.08 | 33.47 | |
| CLIPSimilarity=IT2025.08 | 32.14 | |
| ImageBindSimilarity=II2025.08 | 31.38 | |
| SigLIPSimilarity=II2025.08 | 30.57 | |
| CLIPSimilarity=TI2025.08 | 30.4 | |
| UniCLSimilarity=AVG2025.08 | 29.18 | |
| UniCLSimilarity=II2025.08 | 29.05 | |
| DeCLIPSimilarity=TT2025.08 | 27.76 | |
| DeCLIPSimilarity=AVG2025.08 | 27.42 | |
| CLIPSimilarity=II2025.08 | 27.33 | |
| UniCLSimilarity=TT2025.08 | 25.7 | |
| UniCLSimilarity=TI2025.08 | 25.14 | |
| DeCLIPSimilarity=II2025.08 | 24.83 | |
| UniCLSimilarity=IT2025.08 | 23.96 | |
| DeCLIPSimilarity=TI2025.08 | 22.46 | |
| DeCLIPSimilarity=IT2025.08 | 22.38 |