SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 376–400 of 1198 papers

TitleStatusHype
An Effective Deployment of Contrastive Learning in Multi-label Text Classification—0
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection—0
A Cross-Conformal Predictor for Multi-label Classification—0
Identifying Incorrect Annotations in Multi-Label Classification DataCode0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
Multi-label Few-shot ICD Coding as Autoregressive Generation with PromptCode1
FAIRification of MLC data—0
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task LearningCode0
Explainable Model-specific Algorithm Selection for Multi-Label Classification—0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Deep Smart Contract Intent DetectionCode1
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning—0
Scaling Native Language Identification with Transformer Adapters—0
Entry Dependent Expert Selection in Distributed Gaussian Processes Using Multilabel Classification—0
Vector-Valued Least-Squares Regression under Output Regularity Assumptions—0
An Automatic ICD Coding Network Using Partition-Based Label Attention—0
Expressing linear equality constraints in feedforward neural networksCode0
Hyperparameter optimization in deep multi-target predictionCode1
Predicting User-specific Future Activities using LSTM-based Multi-label Classification—0
Hierarchical Multi-Label Classification of Scientific DocumentsCode1
MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid—0
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionCode0
CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label ClassificationCode0
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain ActivityCode0
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product—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