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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1–25 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
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language ModelsCode0
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative ModelsCode0
JobHop: A Large-Scale Dataset of Career Trajectories—0
Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease ClassificationCode1
Leveraging Multi-Task Learning for Multi-Label Power System Security Assessment—0
Adaptive Thresholding for Multi-Label Classification via Global-Local Signal Fusion—0
FairPO: Robust Preference Optimization for Fair Multi-Label Learning—0
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learningCode0
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness—0
Can Masked Autoencoders Also Listen to Birds?—0
Leveraging Large Language Models for Multi-Class and Multi-Label Detection of Drug Use and Overdose Symptoms on Social Media—0
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic ImagesCode0
Fine-Grained Rib Fracture Diagnosis with Hyperbolic Embeddings: A Detailed Annotation Framework and Multi-Label Classification Model—0
xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM—0
A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in English—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