SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 1198 papers

TitleStatusHype
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense ReasoningCode1
Imbalanced Continual Learning with Partitioning Reservoir SamplingCode1
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised LearningCode1
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text ClassificationCode1
Interpretable Deep Learning for Automatic Diagnosis of 12-lead ElectrocardiogramCode1
Interpretable Enzyme Function Prediction via Residue-Level DetectionCode1
LADI v2: Multi-label Dataset and Classifiers for Low-Altitude Disaster ImageryCode1
Language-Guided Transformer for Federated Multi-Label ClassificationCode1
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Amalgamating Knowledge From Heterogeneous Graph Neural NetworksCode1
Are We Really Making Much Progress in Text Classification? A Comparative ReviewCode1
A data-centric approach for assessing progress of Graph Neural NetworksCode1
Learning with Holographic Reduced RepresentationsCode1
LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglishCode1
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMFCode1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID VaccinesCode1
Cluster-Guided Label Generation in Extreme Multi-Label ClassificationCode1
A Symbolic Character-Aware Model for Solving Geometry ProblemsCode1
Asymmetric Loss For Multi-Label ClassificationCode1
Asymmetric Polynomial Loss For Multi-Label ClassificationCode1
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel ClassificationCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
MlTr: Multi-label Classification with TransformerCode1
Bridging the Gap between Model Explanations in Partially Annotated Multi-label ClassificationCode1
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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