SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1001–1025 of 1198 papers

TitleStatusHype
SGM: Sequence Generation Model for Multi-label ClassificationCode0
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations—0
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification—0
Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification—0
Relevant Emotion Ranking from Text Constrained with Emotion Relationships—0
CENTEMENT at SemEval-2018 Task 1: Classification of Tweets using Multiple Thresholds with Self-correction and Weighted Conditional Probabilities—0
EMR Coding with Semi-Parametric Multi-Head Matching Networks—0
ISCLAB at SemEval-2018 Task 1: UIR-Miner for Affect in Tweets—0
YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets—0
Matrix Co-completion for Multi-label Classification with Missing Features and Labels—0
Conditional Network Embeddings—0
Multi-label Classification of Surgical Tools with Convolutional Neural Networks—0
RECS: Robust Graph Embedding Using Connection Subgraphs—0
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings—0
Semantic Channel and Shannon's Channel Mutually Match for Multi-Label Classification—0
Classification multi-label \`a grande dimension pour la d\'etection de concepts m\'edicaux (Large multi-label classification for medical concepts detection)—0
Online Multi-Label Classification: A Label Compression Method—0
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware LossCode0
Adversarial Extreme Multi-label ClassificationCode0
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning—0
Deep learning algorithm for data-driven simulation of noisy dynamical system—0
Classifying movie genres by analyzing text reviews—0
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction—0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
Classification of Things in DBpedia using Deep Neural Networks—0
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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