SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 401–425 of 1198 papers

TitleStatusHype
An Effective Approach for Multi-label Classification with Missing Labels—0
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification—0
Uncertainty in Extreme Multi-label Classification—0
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
Knowledge-Driven New Drug Recommendation—0
Improving Dense Contrastive Learning with Dense Negative Pairs—0
Concise and interpretable multi-label rule setsCode0
MultiGuard: Provably Robust Multi-label Classification against Adversarial ExamplesCode0
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN)—0
Multi-label Classification of Scientific Research Documents Across Domains and Languages—0
An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants—0
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring—0
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual TasksCode1
Hierarchical MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals—0
Source detection via multi-label classificationCode0
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
A patch-based architecture for multi-label classification from single label annotations—0
BERT-based Ensemble Approaches for Hate Speech Detection—0
A Capsule Network for Hierarchical Multi-Label Image Classification—0
Class-Level Logit PerturbationCode0
Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiographyCode0
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification—0
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
FlexER: Flexible Entity Resolution for Multiple IntentsCode0
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News CommentCode1
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified