SOTAVerified

Instrument Recognition

Papers

Showing 1120 of 39 papers

TitleStatusHype
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopyCode1
Leveraging Hierarchical Structures for Few-Shot Musical Instrument RecognitionCode1
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
An Attention Mechanism for Musical Instrument RecognitionCode0
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset SplitsCode0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
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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