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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 411–420 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning	Apr 26, 2025	Drug ATC ClassificationGraph Classification	CodeCode Available	0	5
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches	May 30, 2025	Binary ClassificationClassification	CodeCode Available	0	5
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification	Jan 1, 2025	ClassificationLanguage Modeling	CodeCode Available	0	5
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration	Apr 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques	Mar 13, 2020	ClassificationCPU	CodeCode Available	0	5
F-measure Maximization in Multi-Label Classification with Conditionally Independent Label Subsets	Apr 26, 2016	General ClassificationMulti-Label Classification	CodeCode Available	0	5
FlexER: Flexible Entity Resolution for Multiple Intents	Aug 23, 2022	Entity ResolutionGraph Neural Network	CodeCode Available	0	5
Food Ingredients Recognition through Multi-label Learning	Jul 27, 2017	Multi-Label ClassificationMulti-Label Learning	CodeCode Available	0	5
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification	Feb 5, 2016	General ClassificationMulti-Label Classification	CodeCode Available	0	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