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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 76–100 of 1198 papers

TitleStatusHype
ContractNLI: A Dataset for Document-level Natural Language Inference for ContractsCode1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupCode1
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
A Symbolic Character-Aware Model for Solving Geometry ProblemsCode1
Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQACode1
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label ClassificationCode1
Extending global-local view alignment for self-supervised learning with remote sensing imageryCode1
Can multi-label classification networks know what they don’t know?Code1
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis PredictionCode1
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical TextCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class ClassificationCode1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive ModelsCode1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label ClassificationCode1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray ImagesCode1
Fast Network Embedding Enhancement via High Order Proximity ApproximationCode1
Fixing Localization Errors to Improve Image ClassificationCode1
FLAIR: Federated Learning Annotated Image RepositoryCode1
Can multi-label classification networks know what they don't know?Code1
Graph Attention Transformer Network for Multi-Label Image ClassificationCode1
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD CodingCode1
Enzyme promiscuity prediction using hierarchy-informed multi-label classificationCode1
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text ClassificationCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
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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