SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 41–50 of 1198 papers

TitleStatusHype
QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification—0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
Retrieval-augmented Encoders for Extreme Multi-label Text Classification—0
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning—0
Clinically-Inspired Hierarchical Multi-Label Classification of Chest X-rays with a Penalty-Based Loss FunctionCode0
Predicting potentially abusive clauses in Chilean terms of services with natural language processing—0
WASUP: Interpretable Classification with Weight-Input Alignment and Class-Discriminative SUPports Vectors—0
Advances in Set Function Learning: A Survey of Techniques and Applications—0
Towards Robust Multi-tab Website FingerprintingCode2
AI Guide Dog: Egocentric Path Prediction on Smartphone—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