Music Transcription 벤치마크
Music Transcription on Slakh2100
note-level F-measure-no-offset (Fno)
- 2021-11-04 — MT3: note-level F-measure-no-offset (Fno) 0.57
- 2022-06-22 — Jointist: note-level F-measure-no-offset (Fno) 0.6
- 2024-07-05 — YourMT3+ (YPTF.MoE+M): note-level F-measure-no-offset (Fno) 0.8456
| Rank | Model | note-level F-measure-no-offset (Fno) | Onset F1 | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | YourMT3+ (YPTF.MoE+M) | 0.8456 | 84.56 | YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation | mimbres/yourmt3 | 2024 |
| 2 | PerceiverTF | 0.819 | 81.9 | YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation | mimbres/yourmt3 | 2024 |
| 3 | MT3 (colab) | 0.752 | 75.2 | YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation | mimbres/yourmt3 | 2024 |
| 4 | Jointist | 0.6 | – | Jointist: Joint Learning for Multi-instrument Transcription and Its Applications | 2022 | |
| 5 | MT3 | 0.57 | – | MT3: Multi-Task Multitrack Music Transcription | magenta/mt3 · mimbres/yourmt3 · kunato/mt3-pytorch | 2021 |
| 6 | Basic Pitch | 0.43 | – | A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation | spotify/basic-pitch | 2022 |