Automatic Piano Transcription on MAPS (test)
89.5PrecisionOurs
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Oursarchitecture=Kong et al. [4], training_data=Diversified (Original, Studio, and Synthesized MAESTRO), data_augmentation=true2024.02 | 89.5 | — | — | — | — | — | — | — | — | — | — | — | — | 87.4 | 88.4 | |
| Maman and Bermanotraining_data=MAESTRO2024.02 | 88.2 | — | — | — | — | — | — | — | — | — | — | — | — | 86.5 | 87.3 | |
| Hawthorne et al.training_data=MAESTRO2024.02 | 87.5 | — | — | — | — | — | — | — | — | — | — | — | — | 85.6 | 86.4 | |
| Toyama et al.training_data=MAESTRO2024.02 | 84.6 | — | — | — | — | — | — | — | — | — | — | — | — | 85.7 | 85.1 | |
| Kong et al.training_data=MAESTRO2024.02 | 78.3 | — | — | — | — | — | — | — | — | — | — | — | — | 87.2 | 82.4 | |
| ADSRhalf stride=false, Params=0.3M2023.07 | — | 90.73 | 67.85 | 77.16 | 90.15 | 74.78 | 81.38 | 61.93 | 51.66 | 56.08 | — | — | — | — | — | |
| hFT-Transformerhalf stride=false, Params=5.5M2023.07 | — | 83.36 | 82 | 82.67 | 86.63 | 83.75 | 85.07 | 67.18 | 65.06 | 66.03 | 48.75 | 47.21 | 47.92 | — | — | |
| hFT-Transformerhalf stride=true, Params=5.5M2023.07 | — | 83.68 | 82.11 | 82.89 | 86.72 | 83.81 | 85.14 | 67.51 | 65.36 | 66.34 | 49.05 | 47.48 | 48.2 | — | — | |
| Onsets&Frameshalf stride=false, Params=26M2023.07 | — | 88.53 | 70.89 | 78.3 | 84.24 | 80.67 | 82.29 | 51.32 | 49.31 | 50.22 | 35.52 | 30.8 | 35.59 | — | — |