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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 51–75 of 1198 papers

TitleStatusHype
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label ClassificationCode1
ESC: Redesigning WSD with Extractive Sense ComprehensionCode1
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social MediaCode1
Amalgamating Knowledge From Heterogeneous Graph Neural NetworksCode1
A data-centric approach for assessing progress of Graph Neural NetworksCode1
FLAIR: Federated Learning Annotated Image RepositoryCode1
Frame-Level Multi-Label Playing Technique Detection Using Multi-Scale Network and Self-Attention MechanismCode1
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationCode1
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image RecognitionCode1
Graph Attention Transformer Network for Multi-Label Image ClassificationCode1
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual RecognitionCode1
Conditional Generation Net for Medication RecommendationCode1
Co-attention network with label embedding for text classificationCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
Coherent Hierarchical Multi-Label Classification NetworksCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
Can multi-label classification networks know what they don’t know?Code1
Can multi-label classification networks know what they don't know?Code1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot LabelsCode1
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
Class-Incremental Lifelong Learning in Multi-Label ClassificationCode1
Cluster-Guided Label Generation in Extreme Multi-Label ClassificationCode1
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in MemesCode1
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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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified