SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3551–3600 of 14581 papers

TitleStatusHype
A Rule-Based EEG Classification System for Discrimination of Hand Motor Attempts in Stroke Patients—0
Analytic Study of Double Descent in Binary Classification: The Impact of Loss—0
Introducing the diagrammatic semiotic mode—0
Fase-AL -- Adaptation of Fast Adaptive Stacking of Ensembles for Supporting Active Learning—0
Going beyond accuracy: estimating homophily in social networks using predictionsCode0
Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification FrameworksCode0
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm—0
Better Multi-class Probability Estimates for Small Data Sets—0
A CNN With Multi-scale Convolution for Hyperspectral Image Classification using Target-Pixel-Orientation scheme—0
Which way? Direction-Aware Attributed Graph EmbeddingCode0
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering TasksCode1
Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm—0
Evaluating the Progress of Deep Learning for Visual Relational Concepts—0
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning—0
stream-learn -- open-source Python library for difficult data stream batch analysisCode1
Binary Classification from Positive Data with Skewed Confidence—0
WISDoM: characterizing neurological timeseries with the Wishart distribution—0
Multi-class Gaussian Process Classification with Noisy InputsCode1
OPFython: A Python-Inspired Optimum-Path Forest ClassifierCode1
IoT Behavioral Monitoring via Network Traffic Analysis—0
Margin Maximization as Lossless Maximal CompressionCode0
MSE-Optimal Neural Network Initialization via Layer FusionCode0
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space—0
Performance Analysis and Comparison of Machine and Deep Learning Algorithms for IoT Data Classification—0
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification—0
LIBTwinSVM: A Library for Twin Support Vector MachinesCode1
Multi-label Prediction in Time Series Data using Deep Neural Networks—0
An Ontology-Aware Framework for Audio Event Classification—0
Graph-based Interpolation of Feature Vectors for Accurate Few-Shot ClassificationCode0
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach—0
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings—0
Intent Classification in Question-Answering Using LSTM ArchitecturesCode0
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
Modular network for high accuracy object detection—0
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification—0
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector EliminationCode1
MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers—0
Polarimetric Guided Nonlocal Means Covariance Matrix Estimation for Defoliation Mapping—0
Cross-Domain Few-Shot Classification via Learned Feature-Wise TransformationCode1
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR ImagesCode1
Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance LearningCode0
Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntington's Disease—0
Continual Local Replacement for Few-shot Learning—0
GL2vec: Graph Embedding Enriched by Line Graphs with Edge Features—0
Investigating Classification Techniques with Feature Selection For Intention Mining From Twitter Feed—0
Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised ClassificationCode0
Coarse-Grain Cluster Analysis of Tensors with Application to Climate Biome Identification—0
Representation Learning for Medical DataCode0
On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty EstimationCode0
Optimized Generic Feature Learning for Few-shot Classification across Domains—0
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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