SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 201–250 of 1198 papers

TitleStatusHype
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative ModelsCode0
Compressed Sensing: A Discrete Optimization ApproachCode0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labelsCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian ReviewsCode0
Inducing Generalized Multi-Label Rules with Learning Classifier SystemsCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a NonlinearityCode0
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical DocumentsCode0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss FunctionsCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label ClassificationCode0
Learning Graph Convolutional Networks for Multi-Label Recognition and ApplicationsCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionCode0
A scikit-based Python environment for performing multi-label classificationCode0
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationCode0
CNN-RNN: A Unified Framework for Multi-label Image ClassificationCode0
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classificationCode0
Collaborative Graph Walk for Semi-supervised Multi-Label Node ClassificationCode0
Identifying Incorrect Annotations in Multi-Label Classification DataCode0
Imbalanced multi-label classification using multi-task learning with extractive summarizationCode0
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned RepresentationCode0
A shallow neural model for relation predictionCode0
Clinically-Inspired Hierarchical Multi-Label Classification of Chest X-rays with a Penalty-Based Loss FunctionCode0
A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi FingerprintingCode0
Class-Level Logit PerturbationCode0
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray ImagesCode0
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer ModelsCode0
A Robust Experimental Evaluation of Automated Multi-Label Classification MethodsCode0
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global PoolingCode0
Interpretation of multi-label classification models using shapley valuesCode0
Holistic Label Correction for Noisy Multi-Label ClassificationCode0
Concise and interpretable multi-label rule setsCode0
Hyperbolic Interaction Model For Hierarchical Multi-Label ClassificationCode0
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial ExampleCode0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise SettingCode0
Classifier-guided CLIP Distillation for Unsupervised Multi-label ClassificationCode0
Arabic Dialect Identification under Scrutiny: Limitations of Single-label ClassificationCode0
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat ImageryCode0
Classifier Chain Networks for Multi-Label ClassificationCode0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Hierarchical Forgery Classifier On Multi-modality Face Forgery CluesCode0
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognitionCode0
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text CategorizationCode0
Hierarchical Multi-label Classification of Text with Capsule NetworksCode0
Choice-Aware User Engagement Modeling andOptimization on Social MediaCode0
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learningCode0
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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