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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1076–1100 of 1198 papers

TitleStatusHype
On the Trade-off Between Consistency and Coverage in Multi-label Rule Learning HeuristicsCode0
EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM CollectionsCode0
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial AttackCode0
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior KnowledgeCode0
Scalable Label Distribution Learning for Multi-Label ClassificationCode0
Classifier-guided CLIP Distillation for Unsupervised Multi-label ClassificationCode0
Classifier Chain Networks for Multi-Label ClassificationCode0
A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationCode0
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task LearningCode0
Scalable Multitask Learning Using Gradient-based Estimation of Task AffinityCode0
Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M datasetCode0
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curationCode0
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
LNEMLC: Label Network Embeddings for Multi-Label ClassificationCode0
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal EnsembleCode0
Local Multi-Label Explanations for Random ForestCode0
Elucidating image-to-set prediction: An analysis of models, losses and datasetsCode0
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-rayCode0
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representationsCode0
Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion ClassificationCode0
ELASTIC: Improving CNNs with Dynamic Scaling PoliciesCode0
Low rank label subspace transformation for multi-label learning with missing labelsCode0
OptLLM: Optimal Assignment of Queries to Large Language ModelsCode0
Order-free Learning Alleviating Exposure Bias in Multi-label ClassificationCode0
Efficient Robust Optimal Transport with Application to Multi-Label ClassificationCode0
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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