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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 401–410 of 1198 papers

Title	Date	Tasks	Status	Hype
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning	Oct 11, 2023	Common Sense ReasoningContrastive Learning	—Unverified	0
Large Language Models for Propaganda Detection	Oct 10, 2023	ArticlesMulti-Label Classification	CodeCode Available	0
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images	Oct 9, 2023	DiagnosticMulti-Label Classification	—Unverified	0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream Classification	Oct 1, 2023	Ensemble LearningImputation	CodeCode Available	0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making	Sep 20, 2023	Binary ClassificationDecision Making	—Unverified	0
Multi-Label Takagi-Sugeno-Kang Fuzzy System	Sep 20, 2023	ClassificationMulti-Label Classification	CodeCode Available	0
Automatic Bat Call Classification using Transformer Networks	Sep 20, 2023	ClassificationMulti-Label Classification	—Unverified	0
Neural Network-Based Rule Models With Truth Tables	Sep 18, 2023	Binary ClassificationDecision Making	—Unverified	0
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition	Sep 13, 2023	Gesture RecognitionMulti-Label Classification	—Unverified	0
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning	Sep 8, 2023	Image ClassificationImage Generation	—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