Relation-Conditioned Retrieval on Music
51.53Hit@5Rcml
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RcmlSimilarity=AVG2025.08 | 51.53 | — | |
| RcmlSimilarity=TT2025.08 | 51.29 | — | |
| ImageBindSimilarity=AVG2025.08 | 47.07 | — | |
| ImageBindSimilarity=TT2025.08 | 45.94 | — | |
| ImageBindSimilarity=TI2025.08 | 44.61 | — | |
| RcmlSimilarity=IT2025.08 | 43.5 | — | |
| SigLIPSimilarity=AVG2025.08 | 43.14 | — | |
| CLIPSimilarity=AVG2025.08 | 42.59 | — | |
| SigLIPSimilarity=TT2025.08 | 42.41 | — | |
| SigLIPSimilarity=TI2025.08 | 42.29 | — | |
| CLIPSimilarity=TT2025.08 | 41.95 | — | |
| ImageBindSimilarity=II2025.08 | 41.95 | — | |
| ImageBindSimilarity=IT2025.08 | 41.66 | — | |
| SigLIPSimilarity=IT2025.08 | 41.36 | — | |
| RcmlSimilarity=TI2025.08 | 41.32 | — | |
| RcmlSimilarity=II2025.08 | 40.52 | — | |
| CLIPSimilarity=TI2025.08 | 39 | — | |
| SigLIPSimilarity=II2025.08 | 38.9 | — | |
| CLIPSimilarity=IT2025.08 | 37.51 | — | |
| UniCLSimilarity=AVG2025.08 | 35.59 | — | |
| UniCLSimilarity=II2025.08 | 34.83 | — | |
| CLIPSimilarity=II2025.08 | 34.56 | — | |
| DeCLIPSimilarity=AVG2025.08 | 29.14 | — | |
| DeCLIPSimilarity=TT2025.08 | 28.01 | — | |
| DeCLIPSimilarity=II2025.08 | 27.48 | — | |
| UniCLSimilarity=TT2025.08 | 26.8 | — | |
| DeCLIPSimilarity=IT2025.08 | 25.22 | — | |
| DeCLIPSimilarity=TI2025.08 | 24.37 | — | |
| UniCLSimilarity=TI2025.08 | 24.25 | — | |
| UniCLSimilarity=IT2025.08 | 23.24 | — | |
| CLIPSimilarity Measure=TT2025.08 | — | 26.26 | |
| CLIPSimilarity Measure=II2025.08 | — | 22.5 | |
| CLIPSimilarity Measure=TI2025.08 | — | 23.52 | |
| CLIPSimilarity Measure=IT2025.08 | — | 23.72 | |
| CLIPSimilarity Measure=AVG2025.08 | — | 25.91 | |
| DeCLIPSimilarity Measure=TT2025.08 | — | 21.11 | |
| DeCLIPSimilarity Measure=II2025.08 | — | 19.85 | |
| DeCLIPSimilarity Measure=TI2025.08 | — | 17.81 | |
| DeCLIPSimilarity Measure=IT2025.08 | — | 18.35 | |
| DeCLIPSimilarity Measure=AVG2025.08 | — | 21.5 | |
| ImageBindSimilarity Measure=TT2025.08 | — | 28.11 | |
| ImageBindSimilarity Measure=II2025.08 | — | 26.87 | |
| ImageBindSimilarity Measure=TI2025.08 | — | 26.51 | |
| ImageBindSimilarity Measure=IT2025.08 | — | 26.3 | |
| ImageBindSimilarity Measure=AVG2025.08 | — | 28.69 | |
| RCMLSimilarity Measure=TT2025.08 | — | 34.94 | |
| RCMLSimilarity Measure=II2025.08 | — | 28.01 | |
| RCMLSimilarity Measure=TI2025.08 | — | 30.8 | |
| RCMLSimilarity Measure=IT2025.08 | — | 28.97 | |
| RCMLSimilarity Measure=AVG2025.08 | — | 35.14 | |
| SigLIPSimilarity Measure=TT2025.08 | — | 27.54 | |
| SigLIPSimilarity Measure=II2025.08 | — | 25.69 | |
| SigLIPSimilarity Measure=TI2025.08 | — | 25.77 | |
| SigLIPSimilarity Measure=IT2025.08 | — | 25.61 | |
| SigLIPSimilarity Measure=AVG2025.08 | — | 27.73 | |
| UniCLSimilarity Measure=TT2025.08 | — | 19.74 | |
| UniCLSimilarity Measure=II2025.08 | — | 24.66 | |
| UniCLSimilarity Measure=TI2025.08 | — | 17.68 | |
| UniCLSimilarity Measure=IT2025.08 | — | 17.4 | |
| UniCLSimilarity Measure=AVG2025.08 | — | 24.63 |