SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 76100 of 1198 papers

TitleStatusHype
Hierarchical Multi-Label Classification of Scientific DocumentsCode1
ELIAS: End-to-End Learning to Index and Search in Large Output SpacesCode1
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual TasksCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondCode1
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News CommentCode1
ZLPR: A Novel Loss for Multi-label ClassificationCode1
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD CodingCode1
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
FLAIR: Federated Learning Annotated Image RepositoryCode1
Class-Incremental Lifelong Learning in Multi-Label ClassificationCode1
Multi-label Classification with High-rank and High-order Label CorrelationsCode1
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge TransferCode1
SwinCheX: Multi-label classification on chest X-ray images with transformersCode1
Large Loss Matters in Weakly Supervised Multi-Label ClassificationCode1
Semantic Probabilistic Layers for Neuro-Symbolic LearningCode1
None Class Ranking Loss for Document-Level Relation ExtractionCode1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID VaccinesCode1
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text ClassificationCode1
Are We Really Making Much Progress in Text Classification? A Comparative ReviewCode1
Integrative Few-Shot Learning for Classification and SegmentationCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text ClassificationCode1
Graph Attention Transformer Network for Multi-Label Image ClassificationCode1
GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes PredictionCode1
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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