Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 326–350 of 1198 papers

Title	Date	Tasks	Status	Score
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification	May 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	5
Distant Supervision for Relation Extraction with Matrix Completion	Jun 1, 2014	Low-Rank Matrix CompletionMatrix Completion	CodeCode Available	5
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels	Nov 15, 2019	DiagnosticMulti-Label Classification	CodeCode Available	5
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA	May 8, 2015	ClusteringMulti-Label Classification	CodeCode Available	5
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection	Oct 31, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning	Oct 12, 2023	Contrastive LearningGenre classification	CodeCode Available	5
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews	Sep 16, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs	Mar 13, 2017	General ClassificationImage Segmentation	CodeCode Available	5
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes	Feb 7, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Auxiliary Label Embedding for Multi-label Learning with Missing Labels	May 6, 2023	Missing LabelsMulti-Label Classification	CodeCode Available	5
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome	Dec 25, 2018	General ClassificationMulti-Label Classification	CodeCode Available	5
Deep Multi Query Image Retrieval	Aug 12, 2020	Deep HashingImage Retrieval	CodeCode Available	5
Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural Network	Feb 1, 2018	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	CodeCode Available	5
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	5
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery	Sep 10, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	5
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization	Oct 1, 2018	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available	5
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry	Mar 9, 2024	Decision MakingEnsemble Learning	CodeCode Available	5
Learning Deep Network Representations with Adversarially Regularized Autoencoders	Jul 19, 2018	Link PredictionMulti-Label Classification	CodeCode Available	5
A CNN-RNN Architecture for Multi-Label Weather Recognition	Apr 24, 2019	General ClassificationMulti-Label Classification	CodeCode Available	5
An Integer Linear Programming Framework for Mining Constraints from Data	Jun 18, 2020	Multi-class ClassificationMulti-Label Classification	CodeCode Available	5
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition	Oct 18, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning	Apr 26, 2025	Drug ATC ClassificationGraph Classification	CodeCode Available	5

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified