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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 1198 papers

Title	Date	Tasks	Status	Hype
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition	Jul 3, 2023	Learning with noisy labelsMulti-Label Classification	CodeCode Available	1
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification	Mar 8, 2022	ClassificationContrastive Learning	CodeCode Available	1
Integrative Few-Shot Learning for Classification and Segmentation	Mar 29, 2022	ClassificationFew-Shot Classification and Segmentation	CodeCode Available	1
Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram	Oct 20, 2020	Deep LearningMulti-Label Classification	CodeCode Available	1
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification	Jan 13, 2021	General ClassificationHierarchical Multi-label Classification	CodeCode Available	1
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment	Aug 23, 2022	Hate Speech DetectionMulti-Label Classification	CodeCode Available	1
Contextual Debiasing for Visual Recognition With Causal Mechanisms	Jan 1, 2022	Causal Inferencecounterfactual	CodeCode Available	1
Large-Scale Product Retrieval with Weakly Supervised Representation Learning	Aug 1, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Deep Smart Contract Intent Detection	Nov 19, 2022	Intent DetectionMulti-Label Classification	CodeCode Available	1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification	Feb 24, 2020	ClusteringGeneral Classification	CodeCode Available	1

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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-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