SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 131–140 of 1198 papers

TitleStatusHype
Automatic register identification for the open web using multilingual deep learningCode0
FedMLP: Federated Multi-Label Medical Image Classification under Task HeterogeneityCode1
Investigating Self-Supervised Methods for Label-Efficient Learning—0
Cherry on the Cake: Fairness is NOT an Optimization Problem—0
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels—0
CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned RepresentationCode0
A General Online Algorithm for Optimizing Complex Performance Metrics—0
A data-centric approach for assessing progress of Graph Neural NetworksCode1
Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit—0
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness DimensionsCode0
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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