SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 651–675 of 1198 papers

TitleStatusHype
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
Synthetic Sampling for Multi-Class Malignancy Prediction—0
Tabular Learning: Encoding for Entity and Context Embeddings—0
TailMix: Overcoming the Label Sparsity for Extreme Multi-label Classification—0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification—0
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models—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