Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 251–275 of 1198 papers

Title	Date	Tasks	Status	Score
Inducing Generalized Multi-Label Rules with Learning Classifier Systems	Dec 25, 2015	ClassificationGeneral Classification	CodeCode Available	5
Low rank label subspace transformation for multi-label learning with missing labels	Mar 5, 2022	Missing LabelsMissing Values	CodeCode Available	5
Choice-Aware User Engagement Modeling andOptimization on Social Media	Apr 1, 2021	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
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes	Apr 6, 2024	Binary ClassificationClassification	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	5
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification	May 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels	May 12, 2021	image-classificationImage Classification	CodeCode Available	5
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification	Dec 19, 2020	image-classificationImage Classification	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
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity	May 29, 2020	Learning Word EmbeddingsMulti-Label Classification	CodeCode Available	5
Minimal Learning Machine for Multi-Label Learning	May 9, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
A Comparative Study of CNN, ResNet, and Vision Transformers for Multi-Classification of Chest Diseases	May 31, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	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
A Novel Online Stacked Ensemble for Multi-Label Stream Classification	Sep 26, 2018	ClassificationGeneral Classification	CodeCode Available	5
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification	Oct 29, 2022	Extreme 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
Adaptive Hinge Balance Loss for Document-Level Relation Extraction	Dec 6, 2023	Document-level Relation ExtractionMulti-Label Classification	CodeCode Available	5
Can Reasoning LLMs Enhance Clinical Document Classification?	Apr 10, 2025	ClassificationDocument Classification	CodeCode Available	5
AGALE: A Graph-Aware Continual Learning Evaluation Framework	Jun 3, 2024	Continual LearningGraph Learning	CodeCode Available	5
A no-regret generalization of hierarchical softmax to extreme multi-label classification	Oct 27, 2018	Extreme Multi-Label ClassificationGeneral 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
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization	Oct 1, 2018	Extreme 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