SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 126–150 of 1198 papers

TitleStatusHype
DECAF: Deep Extreme Classification with Label FeaturesCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Query2Label: A Simple Transformer Way to Multi-Label ClassificationCode1
Multi-layered Semantic Representation Network for Multi-label Image ClassificationCode1
Amalgamating Knowledge From Heterogeneous Graph Neural NetworksCode1
Multi-Label Learning from Single Positive LabelsCode1
Unsupervised Person Re-identification via Multi-Label Prediction and Classification based on Graph-Structural InsightCode1
MlTr: Multi-label Classification with TransformerCode1
ESC: Redesigning WSD with Extractive Sense ComprehensionCode1
Can multi-label classification networks know what they don’t know?Code1
Semantic Diversity Learning for Zero-Shot Multi-label ClassificationCode1
ImageNet-21K Pretraining for the MassesCode1
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft LabelsCode1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
Multi-Label Classification Neural Networks with Hard Logical ConstraintsCode1
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERTCode1
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image ClassificationCode1
Modeling Multi-Label Action Dependencies for Temporal Action LocalizationCode1
RotoGrad: Gradient Homogenization in Multitask LearningCode1
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised LearningCode1
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label ClassificationCode1
PDAN: Pyramid Dilated Attention Network for Action DetectionCode1
Logic Tensor NetworksCode1
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image RecognitionCode1
Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification FrameworkCode1
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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