SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 181–190 of 1198 papers

TitleStatusHype
Tabular Learning: Encoding for Entity and Context Embeddings—0
Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities—0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
Determined Multi-Label Learning via Similarity-Based Prompt—0
Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels—0
BirdSet: A Large-Scale Dataset for Audio Classification in Avian BioacousticsCode2
Mixture of Mixups for Multi-label Classification of Rare Anuran SoundsCode1
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
Rethinking Transformers Pre-training for Multi-Spectral Satellite ImageryCode2
Neural Field Classifiers via Target Encoding and Classification Loss—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