SOTAVerified

Instrument Recognition

Papers

Showing 21–30 of 39 papers

TitleStatusHype
Deep scattering transform applied to note onset detection and instrument recognition—0
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications—0
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training—0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP—0
Musical Instrument Recognition Using Their Distinctive Characteristics in Artificial Neural Networks—0
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery—0
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data—0
SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence—0
Visual Attention for Musical Instrument Recognition—0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
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Benchmark Results

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