SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 871–880 of 1198 papers

TitleStatusHype
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labelsCode0
Pose Guided Attention for Multi-label Fashion Image Classification—0
Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization—0
Adaptive Kernel Value Caching for SVM Training—0
SENSE: Semantically Enhanced Node Sequence Embedding—0
Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation—0
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label ClassificationCode0
A Scalable Multilabel Classification to Deploy Deep Learning Architectures For Edge Devices—0
Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks—0
Weakly Supervised Attention Networks for Entity Recognition—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-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