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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 151–160 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation	Sep 21, 2023	BenchmarkingClassification	CodeCode Available	1	5
Are We Really Making Much Progress in Text Classification? A Comparative Review	Apr 8, 2022	ClassificationDecoder	CodeCode Available	1	5
Contextual Debiasing for Visual Recognition With Causal Mechanisms	Jan 1, 2022	Causal Inferencecounterfactual	CodeCode Available	1	5
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification	Oct 8, 2023	Contrastive LearningMulti-Label Classification	CodeCode Available	1	5
Interpretable Enzyme Function Prediction via Residue-Level Detection	Jan 10, 2025	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification	Jan 13, 2021	General ClassificationHierarchical Multi-label Classification	CodeCode Available	1	5
LADI v2: Multi-label Dataset and Classifiers for Low-Altitude Disaster Imagery	Jun 4, 2024	ManagementMulti-Label Classification	CodeCode Available	1	5
Language-Guided Transformer for Federated Multi-Label Classification	Dec 12, 2023	ClassificationFederated Learning	CodeCode Available	1	5
Co-attention network with label embedding for text classification	Nov 4, 2021	ClassificationMulti-class Classification	CodeCode Available	1	5
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification	Mar 15, 2023	Contrastive LearningMissing Labels	CodeCode Available	1	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