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홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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Music Transcription On Maestro

평가 지표

Onset F1

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름
Onset F1
Paper TitleRepository
Transkun V2 (SemiCRF)98.32Scoring Time Intervals using Non-Hierarchical Transformer For Automatic Piano Transcription
YourMT3+ (YPTF.MoE+M) noPS96.98YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
YourMT3+ (YPTF.MoE+M)96.52YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
hFT-Transformer97.44Automatic Piano Transcription with Hierarchical Frequency-Time Transformer
MT3 (single dataset)88.0MT3: Multi-Task Multitrack Music Transcription
Semi-CRF96.11Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs
Kong et al.96.72High-resolution Piano Transcription with Pedals by Regressing Onset and Offset Times
MT3 (multi dataset)86.0MT3: Multi-Task Multitrack Music Transcription
Kim et al.97.23Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States-
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