SOTAVerified

Instrument Recognition

Papers

Showing 3139 of 39 papers

TitleStatusHype
Deep Neural Network for Musical Instrument Recognition using MFCCs0
Deep scattering transform applied to note onset detection and instrument recognition0
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications0
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training0
Musical Instrument Recognition Using Their Distinctive Characteristics in Artificial Neural Networks0
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery0
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data0
SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence0
Visual Attention for Musical Instrument Recognition0
Show:102550
← PrevPage 4 of 4Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1M2D-CLAPAccuracy80.6Unverified
2M2D2 AS+Accuracy79.7Unverified
3M2D ASAccuracy78.7Unverified
4MATPAC (SSL, linear eval)Accuracy74.6Unverified
5melspectAccuracy72.1Unverified
6EfficientLEAFAccuracy71.7Unverified
7LEAFAccuracy69.2Unverified
#ModelMetricClaimedVerifiedStatus
1DyMN-Lmean average precision0.86Unverified
2MATPAC (SSL Model, linear eval)mean average precision0.85Unverified
3EAsT-KD + PaSSTmean average precision0.85Unverified
4EAsT-Final + PaSSTmean average precision0.85Unverified
5PaSSTmean average precision0.84Unverified
#ModelMetricClaimedVerifiedStatus
1SVMF1-score0.81Unverified