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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 1021–1030 of 1198 papers

Title	Date	Tasks	Status	Hype
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations	Dec 21, 2024	Multi-class ClassificationMulti-Label Classification	CodeCode Available	0
"What can I cook with these ingredients?" -- Understanding cooking-related information needs in conversational search	Dec 9, 2021	ClassificationConversational Search	CodeCode Available	0
Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification	Oct 22, 2019	ClassificationGeneral Classification	CodeCode Available	0
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction	Oct 29, 2021	Extreme Multi-Label ClassificationLanguage Modelling	CodeCode Available	0
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces	Oct 1, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems	Sep 21, 2020	DecoderMulti-Label Classification	CodeCode Available	0
Feature extraction using Spectral Clustering for Gene Function Prediction using Hierarchical Multi-label Classification	Mar 25, 2022	ClusteringHierarchical Multi-label Classification	CodeCode Available	0
BASIR: Budget-Assisted Sectoral Impact Ranking -- A Dataset for Sector Identification and Performance Prediction Using Language Models	Apr 2, 2025	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Noise-Free Explanation for Driving Action Prediction	Jul 8, 2024	Multi-class ClassificationMulti-Label Classification	CodeCode Available	0
CNN-RNN: A Unified Framework for Multi-label Image Classification	Apr 15, 2016	ClassificationGeneral Classification	CodeCode Available	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