ML Research Wiki / Benchmarks / Music Transcription / MusicNet

MusicNet

Music Transcription Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: APS

Top Performing Models

Rank Model Paper APS Date Code
1 Residual Shuffle-Exchange network Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences 78.02 2020-04-06 📦 LUMII-Syslab/RSE 📦 Aroksak/RSE
2 Complex Transformer Complex Transformer: A Framework for Modeling Complex-Valued Sequence 74.22 2019-10-22 📦 muqiaoy/dl_signal
3 Deep Complex Network Deep Complex Networks 72.90 2017-05-27 📦 ChihebTrabelsi/deep_complex_networks 📦 JesperDramsch/keras-complex 📦 MRSRL/complex-networks-release
4 Concatenated Transformer Complex Transformer: A Framework for Modeling Complex-Valued Sequence 71.30 2019-10-22 📦 muqiaoy/dl_signal
5 Deep Real Network Deep Complex Networks 69.60 2017-05-27 📦 ChihebTrabelsi/deep_complex_networks 📦 JesperDramsch/keras-complex 📦 MRSRL/complex-networks-release
6 CNN (64 stride) Learning Features of Music from Scratch 67.80 2016-11-29 📦 benadar293/benadar293.github.io 📦 jthickstun/thickstun2017learning

All Papers (6)