SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 201–225 of 1198 papers

TitleStatusHype
The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines—0
In-Context Learning for Extreme Multi-Label ClassificationCode3
Attention-Based Recurrent Neural Network For Automatic Behavior Laying Hen Recognition—0
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality—0
EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation—0
Class-Incremental Learning for Multi-Label Audio Classification—0
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial ExampleCode0
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification—0
Aspect category learning and sentimental analysis using weakly supervised learning—0
Automated Clinical Coding for Outpatient Departments—0
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without TrainingCode1
Multi-Label Classification of COVID-Tweets Using Large Language ModelsCode0
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social MediaCode0
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer—0
Language-Guided Transformer for Federated Multi-Label ClassificationCode1
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and NoiseCode1
Enhancing Medical Specialty Assignment to Patients using NLP Techniques—0
Text as Image: Learning Transferable Adapter for Multi-Label Classification—0
Adaptive Hinge Balance Loss for Document-Level Relation ExtractionCode0
Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries—0
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-rayCode0
Scalable Label Distribution Learning for Multi-Label ClassificationCode0
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Learning Section Weights for Multi-Label Document Classification—0
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
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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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified