SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 951–1000 of 1198 papers

TitleStatusHype
Convolutional Neural Networks (CNNs) for power system big data analysisCode0
Imbalanced multi-label classification using multi-task learning with extractive summarizationCode0
Adaptive Hinge Balance Loss for Document-Level Relation ExtractionCode0
Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive LearningCode0
Multimodal Word Sense Disambiguation in Creative PracticeCode0
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule ReasoningCode0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise SettingCode0
Multi-relation Message Passing for Multi-label Text ClassificationCode0
Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge DistillationCode0
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss FunctionCode0
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature GenomeCode0
Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss FunctionsCode0
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla TextsCode0
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU ServersCode0
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray ImagesCode0
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical DocumentsCode0
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with KernelsCode0
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learningCode0
GenIC: An LLM-Based Framework for Instance Completion in Knowledge GraphsCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Behavioural Reports of Multi-Stage MalwareCode0
Generalized test utilities for long-tail performance in extreme multi-label classificationCode0
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label ClassificationCode0
Inducing Generalized Multi-Label Rules with Learning Classifier SystemsCode0
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a NonlinearityCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
A CNN-RNN Architecture for Multi-Label Weather RecognitionCode0
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix CompletionCode0
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning TechniquesCode0
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain ActivityCode0
A Robust Experimental Evaluation of Automated Multi-Label Classification MethodsCode0
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge IntegrationCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
Recurrent Bayesian Classifier Chains for Exact Multi-Label ClassificationCode0
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene UnderstandingCode0
Food Ingredients Recognition through Multi-label LearningCode0
F-measure Maximization in Multi-Label Classification with Conditionally Independent Label SubsetsCode0
Interpretation of multi-label classification models using shapley valuesCode0
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labelsCode0
Naive Bayes Classification for Subset SelectionCode0
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical NotesCode0
Solution for the EPO CodeFest on Green Plastics: Hierarchical multi-label classification of patents relating to green plastics using deep learningCode0
Relation Network for Multi-label Aerial Image ClassificationCode0
Using Multi-Label Classification for Improved Question AnsweringCode0
NEEDED: Introducing Hierarchical Transformer to Eye Diseases DiagnosisCode0
Network Embedding: on Compression and LearningCode0
Arabic Dialect Identification under Scrutiny: Limitations of Single-label ClassificationCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
ReliefE: Feature Ranking in High-dimensional Spaces via Manifold EmbeddingsCode0
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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