SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 501–510 of 1198 papers

TitleStatusHype
Convex Calibrated Surrogates for the Multi-Label F-Measure—0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning—0
A Top-down Supervised Learning Approach to Hierarchical Multi-label Classification in Networks—0
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing—0
Detecting mentions of pain and acute confusion in Finnish clinical text—0
Detecting anxiety and depression in dialogues: a multi-label and explainable approach—0
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer—0
Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization—0
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation—0
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla—0
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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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified