SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 291300 of 1198 papers

TitleStatusHype
Robust Domain Generalization for Multi-modal Object Recognition0
Cost-constrained multi-label group feature selection using shadow features0
Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population0
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring0
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior KnowledgeCode0
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss FunctionsCode0
MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models0
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification0
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification0
Noise-Free Explanation for Driving Action PredictionCode0
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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