Music Information Retrieval on MARBLE
91.8MTT Tagging ROCM2D-CLAP2025
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M2D-CLAP2025Frozen audio feature evaluation=true2025.03 | 91.8 | 41.6 | 85.9 | 58.2 | 76.2 | 79.7 | 89.5 | 78.9 | 92.7 | 79.7 | 78.8 | 15.8 | 88.3 | 20.9 | 84 | 30.9 | |
| BEATsiter3+Frozen audio feature evaluation=true2025.03 | 91.6 | 40.7 | 84.6 | 55.1 | 70.9 | 78.1 | 84.2 | 74.8 | 84.8 | — | — | — | — | — | — | — | |
| M2D-CLAP stage1 2024Frozen audio feature evaluation=true, training_stage=stage12025.03 | 91.6 | 41 | 84.3 | 61.9 | 77.4 | 80.6 | 88.8 | 78.1 | 92.3 | 79 | 78.2 | 16 | 88 | 20.8 | 83.8 | 30.4 | |
| M2DASFrozen audio feature evaluation=true, fine-tuning=AudioSet2025.03 | 91.5 | 40.9 | 86.1 | 59 | 73 | 78.7 | 88.2 | 76.8 | 91.3 | 79.7 | 77.8 | 15.6 | 87.5 | 20.3 | 83.4 | 30.6 | |
| M2D-CLAP stage1 2025Frozen audio feature evaluation=true, training_stage=stage12025.03 | 91.5 | 40.8 | 82.6 | 59.3 | 76.7 | 77.4 | 89.1 | 77.4 | 91.8 | 79.3 | 78 | 15.9 | 87.9 | 20.8 | 83.7 | 30.3 | |
| Jukebox-5BFrozen audio feature evaluation=true2025.03 | 91.4 | 40.6 | 77.9 | 57 | 73 | 70.4 | 91.6 | 76.7 | 82.6 | 78.5 | 77.6 | 15.3 | 88 | 20.5 | 83.7 | 30.6 | |
| M2DFrozen audio feature evaluation=true2025.03 | 91.4 | 40.5 | 81.5 | 59.4 | 76.1 | 78.2 | 89.3 | 76.1 | 92 | 79.2 | 77.6 | 15.7 | 87.6 | 20.1 | 83.4 | 29.8 | |
| ATST-FrameFrozen audio feature evaluation=true2025.03 | 91.2 | 39.7 | 79 | 60.3 | 76.7 | 77 | 84.2 | 76.8 | 88.7 | 78.5 | 77 | 15.1 | 87 | 19.5 | 83 | 29.7 | |
| MULEFrozen audio feature evaluation=true2025.03 | 91.2 | 40.1 | 75.5 | 60.7 | 73.1 | 74.6 | 88.5 | 75.5 | 87.5 | 76.6 | 78 | 15.4 | 88 | 20.4 | 83.7 | 30.6 | |
| MAP-MERT-v1-330MFrozen audio feature evaluation=true2025.03 | 91.1 | 39.5 | 77.6 | 59 | 75.8 | 72.6 | 94.4 | 76.9 | 87.1 | 78.1 | 76.5 | 14 | 86.7 | 18.6 | 83.4 | 29.9 | |
| MAP-MERT-v1-95MFrozen audio feature evaluation=true2025.03 | 91 | 39.3 | 74.8 | 55.5 | 76.3 | 70.7 | 92.6 | 74.2 | 83.7 | 77.5 | 76.4 | 13.4 | 87.1 | 18.8 | 83 | 29 | |
| CLAP2023Frozen audio feature evaluation=true2025.03 | 90 | 38.6 | 79 | 47.6 | 68.1 | 81 | 68.1 | 70.7 | 73.7 | 76.2 | 75.4 | 12.9 | 83.9 | 15.6 | 80.8 | 26.2 |