SOTAVerified

Instrument Recognition

Papers

Showing 2130 of 39 papers

TitleStatusHype
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity0
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data0
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset SplitsCode0
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training0
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications0
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
Deep Neural Network for Musical Instrument Recognition using MFCCs0
Visual Attention for Musical Instrument Recognition0
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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