Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 26–50 of 1198 papers

Title	Date	Tasks	Status	Hype
Densely Connected Convolutional Networks	Aug 25, 2016	Breast Tumour ClassificationClassification	CodeCode Available	1
A data-centric approach for assessing progress of Graph Neural Networks	Jun 18, 2024	ClassificationMulti-class Classification	CodeCode Available	1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification	Nov 25, 2021	image-classificationImage Classification	CodeCode Available	1
Deep Smart Contract Intent Detection	Nov 19, 2022	Intent DetectionMulti-Label Classification	CodeCode Available	1
Extending global-local view alignment for self-supervised learning with remote sensing imagery	Mar 12, 2023	Change DetectionContrastive Learning	CodeCode Available	1
ECLARE: Extreme Classification with Label Graph Correlations	Jul 31, 2021	ClassificationExtreme Multi-Label Classification	CodeCode Available	1
Conditional Generation Net for Medication Recommendation	Feb 14, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Contextual Debiasing for Visual Recognition With Causal Mechanisms	Jan 1, 2022	Causal Inferencecounterfactual	CodeCode Available	1
Class-Incremental Lifelong Learning in Multi-Label Classification	Jul 16, 2022	ClassificationLifelong learning	CodeCode Available	1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines	Apr 28, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Causality Compensated Attention for Contextual Biased Visual Recognition	Feb 25, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
VALUED -- Vision and Logical Understanding Evaluation Dataset	Nov 21, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
Cluster-Guided Label Generation in Extreme Multi-Label Classification	Feb 17, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	1
Amalgamating Knowledge From Heterogeneous Graph Neural Networks	Jun 19, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
CheXclusion: Fairness gaps in deep chest X-ray classifiers	Feb 14, 2020	AllDiagnostic	CodeCode Available	1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
Co-attention network with label embedding for text classification	Nov 4, 2021	ClassificationMulti-class Classification	CodeCode Available	1
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition	Jul 3, 2023	Learning with noisy labelsMulti-Label Classification	CodeCode Available	1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification	Sep 14, 2022	Binary ClassificationClassification	CodeCode Available	1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts	Oct 5, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification	Apr 4, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning	Oct 1, 2024	Common Sense ReasoningDeepFake Detection	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