SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 121130 of 1198 papers

TitleStatusHype
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
Semantic Operators: A Declarative Model for Rich, AI-based Data ProcessingCode5
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
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024Code0
Open-world Multi-label Text Classification with Extremely Weak SupervisionCode1
Noise-Free Explanation for Driving Action PredictionCode0
Multi-label Learning with Random Circular VectorsCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
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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