SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 601–625 of 1198 papers

TitleStatusHype
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization—0
Retrieval-augmented Encoders for Extreme Multi-label Text Classification—0
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning—0
RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray Classification—0
Reverse Multi-Label Learning—0
Review of Extreme Multilabel Classification—0
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity—0
Robust Domain Generalization for Multi-modal Object Recognition—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
Robustness Certificates Against Adversarial Examples for ReLU Networks—0
RotoGrad: Gradient Homogenization in Multi-Task Learning—0
Saliency-based Weighted Multi-label Linear Discriminant Analysis—0
Saliency Regularization for Self-Training with Partial Annotations—0
SAP-RI: A Constrained and Supervised Approach for Aspect-Based Sentiment Analysis—0
Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises—0
Scaling Native Language Identification with Transformer Adapters—0
ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition—0
Scoring and Classifying with Gated Auto-encoders—0
SeCSeq: Semantic Coding for Sequence-to-Sequence based Extreme Multi-label Classification—0
Self-Organizing Maps for Classification of a Multi-Labeled Corpus—0
Semantic Channel and Shannon's Channel Mutually Match for Multi-Label Classification—0
Semantic Embedded Deep Neural Network: A Generic Approach to Boost Multi-Label Image Classification Performance—0
Semantic HMC for Big Data Analysis—0
Semantic Inference Network for Few-shot Streaming Label Learning—0
Semantic Regularisation for Recurrent Image Annotation—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-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