SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 10511075 of 1198 papers

TitleStatusHype
Review-Driven Multi-Label Music Style Classification by Exploiting Style CorrelationsCode0
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesCode0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI DataCode0
Exploring Best Practices for ECG Pre-Processing in Machine LearningCode0
RLSEP: Learning Label Ranks for Multi-label ClassificationCode0
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label RulesCode0
Learning Graph Convolutional Networks for Multi-Label Recognition and ApplicationsCode0
Auxiliary Label Embedding for Multi-label Learning with Missing LabelsCode0
Learning Interpretable Rules for Multi-label ClassificationCode0
What limits performance of weakly supervised deep learning for chest CT classification?Code0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Learning Permutation-Invariant Embeddings for Description Logic ConceptsCode0
Stochastic Gradient TreesCode0
Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural NetworkCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Stratified Sampling for Extreme Multi-Label DataCode0
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image ClassificationCode0
Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User ReviewsCode0
ExEm: Expert Embedding using dominating set theory with deep learning approachesCode0
Learning to diagnose from scratch by exploiting dependencies among labelsCode0
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global PoolingCode0
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classificationCode0
Sample-Efficient Learning of Novel Visual ConceptsCode0
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name TypingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified