SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 701–725 of 1198 papers

TitleStatusHype
Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis—0
SKILLBERT: “SKILLING” THE BERT TO CLASSIFY SKILLS!—0
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry—0
SOLAR: Sparse Orthogonal Learned and Random Embeddings—0
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness—0
Sound source detection, localization and classification using consecutive ensemble of CRNN models—0
Sparse Array Capon Beamformer Design Availing Deep Learning—0
Sparse Local Embeddings for Extreme Multi-label Classification—0
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations—0
Speaker Embedding-aware Neural Diarization: an Efficient Framework for Overlapping Speech Diarization in Meeting Scenarios—0
Speeding-up One-vs-All Training for Extreme Classification via Smart Initialization—0
SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning—0
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language—0
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis—0
Structure-Aware Classification using Supervised Dictionary Learning—0
Structured Energy Network as a dynamic loss function. Case study. A case study with multi-label Classification—0
Structured Prediction Energy Networks—0
Student Performance Prediction with Optimum Multilabel Ensemble Model—0
StudyFormer : Attention-Based and Dynamic Multi View Classifier for X-ray images—0
Subset Labeled LDA for Large-Scale Multi-Label Classification—0
Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models—0
Superclass Adversarial Attack—0
Supervised Gradual Machine Learning for Aspect Category Detection—0
Surrogate Functions for Maximizing Precision at the Top—0
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified