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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 41–50 of 1198 papers

Title	Date	Tasks	Status	Hype
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise	Dec 12, 2023	Data AugmentationDiversity	CodeCode Available	1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels	Nov 27, 2023	Binary ClassificationMulti-Label Classification	CodeCode Available	1
VALUED -- Vision and Logical Understanding Evaluation Dataset	Nov 21, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction	Oct 10, 2023	ClassificationKnowledge Graphs	CodeCode Available	1
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
Weakly Supervised Semantic Segmentation by Knowledge Graph Inference	Sep 25, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation	Sep 21, 2023	BenchmarkingClassification	CodeCode Available	1
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media	Sep 7, 2023	ClassificationLanguage Modeling	CodeCode Available	1
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition	Aug 28, 2023	graph constructionMulti-Label Classification	CodeCode Available	1
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning	Aug 10, 2023	image-classificationImage Classification	CodeCode Available	1

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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