SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 401–450 of 1198 papers

TitleStatusHype
An Effective Approach for Multi-label Classification with Missing Labels—0
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification—0
Uncertainty in Extreme Multi-label Classification—0
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
Knowledge-Driven New Drug Recommendation—0
Improving Dense Contrastive Learning with Dense Negative Pairs—0
Concise and interpretable multi-label rule setsCode0
MultiGuard: Provably Robust Multi-label Classification against Adversarial ExamplesCode0
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN)—0
Multi-label Classification of Scientific Research Documents Across Domains and Languages—0
An Ensemble of Convolutional Neural Networks to Detect Foliar Diseases in Apple Plants—0
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring—0
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual TasksCode1
Hierarchical MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals—0
Source detection via multi-label classificationCode0
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
A patch-based architecture for multi-label classification from single label annotations—0
BERT-based Ensemble Approaches for Hate Speech Detection—0
A Capsule Network for Hierarchical Multi-Label Image Classification—0
Class-Level Logit PerturbationCode0
Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiographyCode0
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification—0
FlexER: Flexible Entity Resolution for Multiple IntentsCode0
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News CommentCode1
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification—0
Trigger-free Event Detection via Derangement Reading Comprehension—0
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features—0
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs—0
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring—0
ZLPR: A Novel Loss for Multi-label ClassificationCode1
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD CodingCode1
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection—0
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classificationCode0
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification—0
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification—0
Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification—0
FLAIR: Federated Learning Annotated Image RepositoryCode1
Class-Incremental Lifelong Learning in Multi-Label ClassificationCode1
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset—0
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationCode2
Hierarchy exploitation to detect missing annotations on hierarchical multi-label classification—0
TransFA: Transformer-based Representation for Face Attribute EvaluationCode0
Multi-label Classification with High-rank and High-order Label CorrelationsCode1
Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering—0
Multi-Label Retinal Disease Classification using TransformersCode0
Local Multi-Label Explanations for Random ForestCode0
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge TransferCode1
Discriminatory Label-specific Weights for Multi-label Learning with Missing LabelsCode0
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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