SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1–10 of 1198 papers

TitleStatusHype
Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference—0
Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation—0
AgriPotential: A Novel Multi-Spectral and Multi-Temporal Remote Sensing Dataset for Agricultural Potentials—0
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification—0
ToxSyn-PT: A Large-Scale Synthetic Dataset for Hate Speech Detection in Portuguese—0
Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis—0
Efficient Text Encoders for Labor Market Analysis—0
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial PatchesCode0
GenIC: An LLM-Based Framework for Instance Completion in Knowledge GraphsCode0
Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SynthEnsembleAverage AUC on 14 label85.43—Unverified
2Improved CheXNet (DannyNet, dstrick17 et al., 2025)Average AUC on 14 label85.27—Unverified
3DensNet121Average AUC on 14 label84.9—Unverified
4CoAtNetAverage AUC on 14 label84.24—Unverified