Relation-Conditioned Retrieval on Auto (MRR)
30.34MRRRCML
Evaluation Results
| Method | Links | |
|---|---|---|
| RCMLSimilarity Measure=TT2025.08 | 30.34 | |
| RCMLSimilarity Measure=AVG2025.08 | 29.38 | |
| ImageBindSimilarity Measure=AVG2025.08 | 27.78 | |
| ImageBindSimilarity Measure=TT2025.08 | 27.69 | |
| RCMLSimilarity Measure=IT2025.08 | 27.64 | |
| SigLIPSimilarity Measure=TT2025.08 | 27.22 | |
| SigLIPSimilarity Measure=AVG2025.08 | 27.02 | |
| ImageBindSimilarity Measure=TI2025.08 | 26.1 | |
| CLIPSimilarity Measure=TT2025.08 | 25.95 | |
| ImageBindSimilarity Measure=IT2025.08 | 25.77 | |
| ImageBindSimilarity Measure=II2025.08 | 25.62 | |
| CLIPSimilarity Measure=AVG2025.08 | 25.33 | |
| RCMLSimilarity Measure=TI2025.08 | 25.32 | |
| SigLIPSimilarity Measure=TI2025.08 | 25.18 | |
| RCMLSimilarity Measure=II2025.08 | 25.16 | |
| SigLIPSimilarity Measure=IT2025.08 | 25.03 | |
| SigLIPSimilarity Measure=II2025.08 | 24.61 | |
| CLIPSimilarity Measure=IT2025.08 | 23.36 | |
| CLIPSimilarity Measure=TI2025.08 | 22.85 | |
| CLIPSimilarity Measure=II2025.08 | 21.69 | |
| UniCLSimilarity Measure=AVG2025.08 | 21.02 | |
| UniCLSimilarity Measure=II2025.08 | 20.88 | |
| DeCLIPSimilarity Measure=TT2025.08 | 20.16 | |
| DeCLIPSimilarity Measure=AVG2025.08 | 19.98 | |
| UniCLSimilarity Measure=TT2025.08 | 18.99 | |
| UniCLSimilarity Measure=TI2025.08 | 18.06 | |
| DeCLIPSimilarity Measure=II2025.08 | 17.99 | |
| UniCLSimilarity Measure=IT2025.08 | 17.34 | |
| DeCLIPSimilarity Measure=TI2025.08 | 16.94 | |
| DeCLIPSimilarity Measure=IT2025.08 | 16.81 |