SOTAVerified

Instrument Recognition

Papers

Showing 110 of 39 papers

TitleStatusHype
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence0
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
MIRFLEX: Music Information Retrieval Feature Library for ExtractionCode1
Deep Learning for Surgical Instrument Recognition and Segmentation in Robotic-Assisted Surgeries: A Systematic Review0
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
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four StemsCode2
Show:102550
← PrevPage 1 of 4Next →

Benchmark Results

#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