ML Research Wiki / Benchmarks / Music Transcription / MAPS

MAPS

Music Transcription Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Onset F1

Top Performing Models

Rank Model Paper Onset F1 Date Code
1 Transkun V2 (SemiCRF) with Data Augmentation Scoring Time Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription 90.38 2024-04-15 📦 yujia-yan/transkun 📦 yujia-yan/skipping-the-frame-level
2 YourMT3+ (YPTF.MoE+M, unseen) noPS YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation 88.73 2024-07-05 📦 mimbres/yourmt3
3 Edwards et al. 📚 A Data-Driven Analysis of Robust Automatic Piano Transcription 88.40 2024-02-02 -
4 YourMT3+ (YPTF+S, unseen) YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation 88.37 2024-07-05 📦 mimbres/yourmt3
5 Transkun V2 (SemiCRF) Scoring Time Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription 86.10 2024-04-15 📦 yujia-yan/transkun 📦 yujia-yan/skipping-the-frame-level
6 hFT-Transformer Automatic Piano Transcription with Hierarchical Frequency-Time Transformer 85.14 2023-07-10 📦 sony/hft-transformer

All Papers (6)

yujia-yan/transkun yujia-yan/skipping-the-frame-level
mimbres/yourmt3
mimbres/yourmt3
yujia-yan/transkun yujia-yan/skipping-the-frame-level
sony/hft-transformer