Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 226–250 of 1198 papers

Title	Date	Tasks	Status	Score
Class-Level Logit Perturbation	Sep 13, 2022	Data Augmentationimage-classification	CodeCode Available	5
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images	Mar 1, 2025	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models	Aug 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods	May 16, 2020	AutoMLBayesian Optimization	CodeCode Available	5
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals	Mar 1, 2023	ClassificationClinical Knowledge	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
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling	Jul 11, 2016	Acoustic Scene ClassificationAll	CodeCode Available	5
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach	Aug 26, 2020	Graph Neural NetworkInformation Retrieval	CodeCode Available	5
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example	Jan 2, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Compressed Sensing: A Discrete Optimization Approach	Jun 5, 2023	compressed sensingData Compression	CodeCode Available	5
Concise and interpretable multi-label rule sets	Oct 4, 2022	DiversityMulti-Label Classification	CodeCode Available	5
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification	May 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews	Sep 16, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	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
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
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification	Jan 1, 2025	ClassificationLanguage Modeling	CodeCode Available	5
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification	Oct 20, 2023	Dialect IdentificationMulti-Label Classification	CodeCode Available	5
Classifier Chain Networks for Multi-Label Classification	Nov 4, 2024	ClassificationMulti-Label Classification	CodeCode Available	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	5
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	5
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification	Jul 1, 2019	General ClassificationMulti-Label Classification	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 Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Choice-Aware User Engagement Modeling andOptimization on Social Media	Apr 1, 2021	ClusteringMulti-Label 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