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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 221–230 of 1198 papers

Title	Date	Tasks	Status	Hype
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray	Nov 29, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Scalable Label Distribution Learning for Multi-Label Classification	Nov 28, 2023	ClassificationMulti-Label Classification	CodeCode Available	0
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels	Nov 27, 2023	Binary ClassificationMulti-Label Classification	CodeCode Available	1
Learning Section Weights for Multi-Label Document Classification	Nov 26, 2023	ArticlesClassification	—Unverified	0
VALUED -- Vision and Logical Understanding Evaluation Dataset	Nov 21, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification	Nov 16, 2023	Extreme Multi-Label ClassificationIn-Context Learning	CodeCode Available	0
SynthEnsemble: A Fusion of CNN, Vision Transformer, and Hybrid Models for Multi-Label Chest X-Ray Classification	Nov 13, 2023	Deep LearningMulti-Label Classification	CodeCode Available	0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification	Nov 10, 2023	Federated Learningimage-classification	—Unverified	0
Generalized test utilities for long-tail performance in extreme multi-label classification	Nov 9, 2023	Extreme Multi-Label ClassificationMissing Labels	CodeCode Available	0
Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content	Nov 9, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0

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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