SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1051–1075 of 1198 papers

TitleStatusHype
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction—0
Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model—0
Gradient-based Label Binning in Multi-label Classification—0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task—0
Grammatical Error Detection and Correction using a Single Maximum Entropy Model—0
Graph Contrastive Learning on Multi-label Classification for Recommendations—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation—0
Group Preserving Label Embedding for Multi-Label Classification—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios—0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning—0
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing—0
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer—0
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation—0
Hierarchical MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals—0
Hierarchical Multi-Label Classification Networks—0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
Hierarchical Multi-Label Classification of Online Vaccine Concerns—0
Hierarchical Multi-Label Dialog Act Recognition on Spanish Data—0
Hierarchical Partitioning of the Output Space in Multi-label Data—0
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation—0
Hierarchy exploitation to detect missing annotations on hierarchical multi-label classification—0
HierLPR: Decision making in hierarchical multi-label classification with local precision rates—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