Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 301–325 of 1198 papers

Title	Date	Tasks	Status	Score
Learning Deep Latent Spaces for Multi-Label Classification	Jul 3, 2017	ClassificationGeneral Classification	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	5
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification	Nov 16, 2023	Extreme Multi-Label ClassificationIn-Context Learning	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
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification	May 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	5
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes	Apr 6, 2024	Binary ClassificationClassification	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
Adversarial Learning for Personalized Tag Recommendation	Apr 1, 2020	General Classificationimage-classification	CodeCode Available	5
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream Classification	Oct 1, 2023	Ensemble LearningImputation	CodeCode Available	5
Dense Retrieval as Indirect Supervision for Large-space Decision Making	Oct 28, 2023	Decision MakingEntity Typing	CodeCode Available	5
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA	May 8, 2015	ClusteringMulti-Label Classification	CodeCode Available	5
BASIR: Budget-Assisted Sectoral Impact Ranking -- A Dataset for Sector Identification and Performance Prediction Using Language Models	Apr 2, 2025	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	5
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations	Dec 21, 2024	Multi-class ClassificationMulti-Label Classification	CodeCode Available	5
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	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
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition	Oct 18, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Behavioural Reports of Multi-Stage Malware	Jan 30, 2023	feature selectionIntrusion Detection	CodeCode Available	5
Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels	Jul 2, 2022	Missing LabelsMulti-Label Classification	CodeCode Available	5
Auxiliary Label Embedding for Multi-label Learning with Missing Labels	May 6, 2023	Missing LabelsMulti-Label Classification	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
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome	Dec 25, 2018	General ClassificationMulti-Label 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-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified