SOTAVerified

Instrument Recognition

Papers

Showing 2130 of 39 papers

TitleStatusHype
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic VideosCode0
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity0
Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery0
Cross-modal variational inference for bijective signal-symbol translation0
Deep Learning for Surgical Instrument Recognition and Segmentation in Robotic-Assisted Surgeries: A Systematic Review0
Show:102550
← PrevPage 3 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