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	Score
Densely Connected Convolutional Networks	Aug 25, 2016	Breast Tumour ClassificationClassification	CodeCode Available	1	5
A data-centric approach for assessing progress of Graph Neural Networks	Jun 18, 2024	ClassificationMulti-class Classification	CodeCode Available	1	5
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1	5
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification	Nov 25, 2021	image-classificationImage Classification	CodeCode Available	1	5
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes	Apr 3, 2024	Caption GenerationHierarchical Multi-label Classification	CodeCode Available	1	5
Extending global-local view alignment for self-supervised learning with remote sensing imagery	Mar 12, 2023	Change DetectionContrastive Learning	CodeCode Available	1	5
ECLARE: Extreme Classification with Label Graph Correlations	Jul 31, 2021	ClassificationExtreme Multi-Label Classification	CodeCode Available	1	5
DECAF: Deep Extreme Classification with Label Features	Aug 1, 2021	ClassificationExtreme Multi-Label Classification	CodeCode Available	1	5
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1	5
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation	Nov 7, 2024	Interpretable Machine LearningMulti-Label Classification	CodeCode Available	1	5
Conditional Generation Net for Medication Recommendation	Feb 14, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
Co-attention network with label embedding for text classification	Nov 4, 2021	ClassificationMulti-class Classification	CodeCode Available	1	5
Cluster-Guided Label Generation in Extreme Multi-Label Classification	Feb 17, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	1	5
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Contextual Debiasing for Visual Recognition With Causal Mechanisms	Jan 1, 2022	Causal Inferencecounterfactual	CodeCode Available	1	5
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition	Jul 3, 2023	Learning with noisy labelsMulti-Label Classification	CodeCode Available	1	5
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification	Sep 14, 2022	Binary ClassificationClassification	CodeCode Available	1	5
Deep Label Distribution Learning with Label Ambiguity	Nov 6, 2016	Age EstimationClassification	CodeCode Available	1	5
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts	Oct 5, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1	5
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels	Oct 4, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Symbolic Character-Aware Model for Solving Geometry Problems	Aug 5, 2023	MathMulti-Label Classification	CodeCode Available	1	5
Asymmetric Polynomial Loss For Multi-Label Classification	Apr 10, 2023	Classificationimage-classification	CodeCode Available	1	5
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text	May 9, 2023	ClassificationDecoder	CodeCode Available	1	5

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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-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified