Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 126–150 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media	Sep 7, 2023	ClassificationLanguage Modeling	CodeCode Available	1	5
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification	Dec 2, 2021	Contrastive LearningMulti-Label Classification	CodeCode Available	1	5
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral 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
FLAIR: Federated Learning Annotated Image Repository	Jul 18, 2022	Federated LearningMulti-Label Classification	CodeCode Available	1	5
Towards Geospatial Foundation Models via Continual Pretraining	Feb 9, 2023	Change DetectionContinual Pretraining	CodeCode Available	1	5
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1	5
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition	Dec 5, 2020	Multi-Label ClassificationMulti-Label Image Recognition	CodeCode Available	1	5
Frame-Level Multi-Label Playing Technique Detection Using Multi-Scale Network and Self-Attention Mechanism	Mar 23, 2023	Instrument Playing Technique DetectionMulti-Label Classification	CodeCode Available	1	5
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification	Apr 4, 2023	ClassificationMulti-Label Classification	CodeCode Available	1	5
Can multi-label classification networks know what they don't know?	Sep 29, 2021	ClassificationMulti-class Classification	CodeCode Available	1	5
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels	Nov 27, 2023	Binary ClassificationMulti-Label Classification	CodeCode Available	1	5
Causality Compensated Attention for Contextual Biased Visual Recognition	Feb 25, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
Fast Network Embedding Enhancement via High Order Proximity Approximation	May 13, 2020	Dimensionality ReductionLink Prediction	CodeCode Available	1	5
VALUED -- Vision and Logical Understanding Evaluation Dataset	Nov 21, 2023	ClassificationMulti-Label Classification	CodeCode Available	1	5
CheXclusion: Fairness gaps in deep chest X-ray classifiers	Feb 14, 2020	AllDiagnostic	CodeCode Available	1	5
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding	Aug 3, 2022	Medical Code PredictionMulti-Label Classification	CodeCode Available	1	5
Are We Really Making Much Progress in Text Classification? A Comparative Review	Apr 8, 2022	ClassificationDecoder	CodeCode Available	1	5
Conditional Generation Net for Medication Recommendation	Feb 14, 2022	Multi-Label ClassificationMUlTI-LABEL-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
How you feelin'? Learning Emotions and Mental States in Movie Scenes	Apr 12, 2023	Emotion RecognitionMulti-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
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
ImageNet-21K Pretraining for the Masses	Apr 22, 2021	Action RecognitionFine-Grained Image Classification	CodeCode Available	1	5
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation	Sep 21, 2023	BenchmarkingClassification	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	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR	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