SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 281290 of 1198 papers

TitleStatusHype
MDACE: MIMIC Documents Annotated with Code EvidenceCode0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images0
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual RecognitionCode1
Positive Label Is All You Need for Multi-Label ClassificationCode0
Probability Guided Loss for Long-Tailed Multi-Label Image Classification0
Weakly Supervised Multi-Label Classification of Full-Text Scientific PapersCode1
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis TasksCode1
Sample-Efficient Learning of Novel Visual ConceptsCode0
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical DataCode0
Top-Down Framework for Weakly-supervised Grounded Image CaptioningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified