Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 401–425 of 1198 papers

Title	Date	Tasks	Status	Score
oAdaBoost: An AdaBoost Variant for Ordinal Classification	Jan 12, 2015	ClassificationGeneral 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
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognition	Oct 18, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	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
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	5
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media	Dec 17, 2023	Language ModelingLanguage Modelling	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
Classifier Chain Networks for Multi-Label Classification	Nov 4, 2024	ClassificationMulti-Label Classification	CodeCode Available	5
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification	Jul 18, 2023	image-classificationImage Classification	CodeCode Available	5
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification	Oct 20, 2023	Dialect IdentificationMulti-Label Classification	CodeCode Available	5
Top-Down Framework for Weakly-supervised Grounded Image Captioning	Jun 13, 2023	Image CaptioningMulti-Label Classification	CodeCode Available	5
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification	Jan 1, 2025	ClassificationLanguage Modeling	CodeCode Available	5
Positive Label Is All You Need for Multi-Label Classification	Jun 28, 2023	AllMulti-Label Classification	CodeCode Available	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	5
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification	Feb 5, 2016	General ClassificationMulti-Label Classification	CodeCode Available	5
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules	Dec 14, 2018	General ClassificationMulti-Label Classification	CodeCode Available	5
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques	Mar 13, 2020	ClassificationCPU	CodeCode Available	5
Food Ingredients Recognition through Multi-label Learning	Jul 27, 2017	Multi-Label ClassificationMulti-Label Learning	CodeCode Available	5
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods	May 16, 2020	AutoMLBayesian Optimization	CodeCode Available	5
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration	Apr 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Generalized test utilities for long-tail performance in extreme multi-label classification	Nov 9, 2023	Extreme Multi-Label ClassificationMissing Labels	CodeCode Available	5
FlexER: Flexible Entity Resolution for Multiple Intents	Aug 23, 2022	Entity ResolutionGraph Neural Network	CodeCode Available	5
Expressing linear equality constraints in feedforward neural networks	Nov 8, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	5
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model	May 7, 2024	Emotion RecognitionMulti-Label Classification	CodeCode Available	5

Show:10 25 50

← PrevPage 17 of 48Next →

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