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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
Emoji Prediction: Extensions and BenchmarkingCode1
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in MemesCode1
Bridging the Gap between Model Explanations in Partially Annotated Multi-label ClassificationCode1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID VaccinesCode1
Can multi-label classification networks know what they don’t know?Code1
Can multi-label classification networks know what they don't know?Code1
Causality Compensated Attention for Contextual Biased Visual RecognitionCode1
FedMLP: Federated Multi-Label Medical Image Classification under Task HeterogeneityCode1
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical TextCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit ModelCode1
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image RecognitionCode1
GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes PredictionCode1
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD CodingCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
Hierarchical Multi-Label Classification of Scientific DocumentsCode1
Hierarchical Verbalizer for Few-Shot Hierarchical Text ClassificationCode1
Asymmetric Loss For Multi-Label ClassificationCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Cluster-Guided Label Generation in Extreme Multi-Label ClassificationCode1
Co-attention network with label embedding for text classificationCode1
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual RecognitionCode1
A Symbolic Character-Aware Model for Solving Geometry ProblemsCode1
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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