Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 276–300 of 1198 papers

Title	Date	Tasks	Status	Score
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers	Oct 13, 2021	Extreme Multi-Label ClassificationGPU	CodeCode Available	5
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes	Apr 6, 2024	Binary ClassificationClassification	CodeCode Available	5
Imbalanced multi-label classification using multi-task learning with extractive summarization	Mar 16, 2019	ClassificationExtractive Summarization	CodeCode Available	5
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents	Dec 3, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals	Mar 1, 2023	ClassificationClinical Knowledge	CodeCode Available	5
An Integer Linear Programming Framework for Mining Constraints from Data	Jun 18, 2020	Multi-class ClassificationMulti-Label Classification	CodeCode Available	5
Boosting Single Positive Multi-label Classification with Generalized Robust Loss	May 6, 2024	Missing LabelsMulti-Label Classification	CodeCode Available	5
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification	Apr 17, 2019	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification	Nov 16, 2023	Extreme Multi-Label ClassificationIn-Context Learning	CodeCode Available	5
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images	Apr 15, 2025	AnatomyAnomaly Detection	CodeCode Available	5
Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge Distillation	Apr 3, 2025	Anomaly DetectionKnowledge Distillation	CodeCode Available	5
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification	May 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	5
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery	Sep 10, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	5
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	5
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction	Oct 11, 2023	AttributeAttribute Value Extraction	CodeCode Available	5
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization	Oct 1, 2018	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available	5
Behavioural Reports of Multi-Stage Malware	Jan 30, 2023	feature selectionIntrusion Detection	CodeCode Available	5
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts	Jan 25, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	5
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection	Oct 31, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	CodeCode Available	5
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations	Dec 21, 2024	Multi-class ClassificationMulti-Label Classification	CodeCode Available	5
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning	Apr 26, 2025	Drug ATC ClassificationGraph Classification	CodeCode Available	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