SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4226–4250 of 14581 papers

TitleStatusHype
Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning—0
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event ClassifiersCode0
Understanding Isomorphism Bias in Graph Data SetsCode0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
Learning Domain Invariant Representations for Child-Adult Classification from Speech—0
FineText: Text Classification via Attention-based Language Model Fine-tuning—0
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network—0
ClsGAN: Selective Attribute Editing Model Based On Classification Adversarial NetworkCode0
A Gegenbauer Neural Network with Regularized Weights Direct Determination for Classification—0
Mobile Traffic Classification through Physical Channel Fingerprinting: a Deep Learning Approach—0
Metric Classification Network in Actual Face Recognition Scene—0
Calibration tests in multi-class classification: A unifying frameworkCode0
Accurate Layerwise Interpretable Competence EstimationCode0
Deep Learning for Molecular Graphs with Tiered Graph Autoencoders and Graph Prediction—0
DFNets: Spectral CNNs for Graphs with Feedback-Looped FiltersCode0
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care—0
Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection TechniqueCode0
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification—0
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding—0
Occlusions for Effective Data Augmentation in Image Classification—0
Semi-supervised Multi-domain Multi-task Training for Metastatic Colon Lymph Node Diagnosis From Abdominal CT—0
Network2Vec Learning Node Representation Based on Space Mapping in Networks—0
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images—0
Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning—0
Self-attention for raw optical Satellite Time Series ClassificationCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified