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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 331–340 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome	Dec 25, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0	5
Deep Multi Query Image Retrieval	Aug 12, 2020	Deep HashingImage Retrieval	CodeCode Available	0	5
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example	Jan 2, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural Network	Feb 1, 2018	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	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
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images	Apr 15, 2025	AnatomyAnomaly Detection	CodeCode Available	0	5
Top-Down Framework for Weakly-supervised Grounded Image Captioning	Jun 13, 2023	Image CaptioningMulti-Label Classification	CodeCode Available	0	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	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