SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1601–1650 of 14581 papers

TitleStatusHype
Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders—0
Improving state estimation through projection post-processing for activity recognition with application to footballCode0
Hyperspherical embedding for novel class classification—0
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose—0
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images—0
Instance-based learning using the Half-Space Proximal Graph—0
Optimised one-class classification performance—0
Nearest Neighbor-based Importance Weighting—0
Noise-robust classification with hypergraph neural network—0
Detecting Bias in Transfer Learning Approaches for Text Classification—0
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework—0
Learning Graph Representations—0
Time Series Classification via Topological Data Analysis—0
Deep CNNs for large scale species classification—0
Unobserved classes and extra variables in high-dimensional discriminant analysis—0
Super-klust: Another Way of Piecewise Linear ClassificationCode0
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism—0
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint—0
Graph Classification Based on Skeleton and Component Features—0
Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation—0
Student sentiment Analysis Using Classification With Feature Extraction Techniques—0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram SpacesCode0
Learning to Combat Noisy Labels via Classification Margins—0
Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices—0
Few-shot Image Classification with Multi-Facet Prototypes—0
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
Classifications based on response times for detecting early-stage Alzheimer's disease—0
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification—0
Meta ordinal weighting net for improving lung nodule classification—0
Exponential Savings in Agnostic Active Learning through Abstention—0
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models—0
A Simple yet Brisk and Efficient Active Learning Platform for Text ClassificationCode0
Classification Models for Partially Ordered Sequences—0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
Infant Cry Classification with Graph Convolutional Networks—0
Ultrasound Image Classification using ACGAN with Small Training DatasetCode0
Coupling innovation method and feasibility analysis of garbage classification—0
If you've got it, flaunt it: Making the most of fine-grained sentiment annotations—0
Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models—0
Learning From Human CorrectionCode0
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream Classification—0
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models—0
Fine-tuning BERT-based models for Plant Health Bulletin ClassificationCode0
Classification Of Automotive Targets Using Inverse Synthetic Aperture Radar Images—0
Low Dimensional Convolutional Neural Network For Solar Flares GOES Time Series ClassificationCode0
Optimal strategies for reject option classifiers—0
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on TextCode0
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification—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