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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 381–390 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery	Sep 10, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	0	5
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition	Oct 18, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	0	5
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization	Oct 1, 2018	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available	0	5
Deep Double Incomplete Multi-view Multi-label Learning with Incomplete Labels and Missing Views	Mar 23, 2023	ClassificationDecoder	CodeCode Available	0	5
Top-Down Framework for Weakly-supervised Grounded Image Captioning	Jun 13, 2023	Image CaptioningMulti-Label Classification	CodeCode Available	0	5
Generalized test utilities for long-tail performance in extreme multi-label classification	Nov 9, 2023	Extreme Multi-Label ClassificationMissing Labels	CodeCode Available	0	5
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels	May 12, 2021	image-classificationImage Classification	CodeCode Available	0	5
GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs	May 29, 2025	Knowledge Graph CompletionKnowledge Graphs	CodeCode Available	0	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	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-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