SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 576–600 of 1198 papers

TitleStatusHype
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning—0
Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation—0
YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection—0
Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User ReviewsCode0
0/1 Deep Neural Networks via Block Coordinate Descent—0
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)—0
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors—0
Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification—0
The Subject Annotations of the Danish Parliament Corpus (2009-2017) - Evaluated with Automatic Multi-label Classification—0
RED v2: Enhancing RED Dataset for Multi-Label Emotion Detection—0
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer—0
Superclass Adversarial Attack—0
Identifying magnetic antiskyrmions while they form with convolutional neural networks—0
Decision Making for Hierarchical Multi-label Classification with Multidimensional Local Precision Rate—0
Object-Aware Self-supervised Multi-Label LearningCode0
Open Vocabulary Extreme Classification Using Generative Models—0
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural FeaturesCode0
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES—0
Evaluating Extreme Hierarchical Multi-label Classification—0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction—0
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge BaseCode0
Leveraging Seq2seq Language Generation for Multi-level Product Issue Identification—0
ProTranslator: zero-shot protein function prediction using textual description—0
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations—0
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curationCode0
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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