SOTAVerified

Instrument Recognition

Papers

Showing 1120 of 39 papers

TitleStatusHype
ATST: Audio Representation Learning with Teacher-Student TransformerCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level TasksCode1
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
Efficient Training of Audio Transformers with PatchoutCode1
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
Deep Neural Network for Musical Instrument Recognition using MFCCs0
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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