SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 851–900 of 14581 papers

TitleStatusHype
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text ClassificationCode1
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Leveraging Multilingual Transformers for Hate Speech DetectionCode0
Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data—0
One-Class Classification: A Survey—0
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
GraphHop: An Enhanced Label Propagation Method for Node ClassificationCode1
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural NetworksCode0
Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification—0
Distribution-Free, Risk-Controlling Prediction SetsCode2
LightLayers: Parameter Efficient Dense and Convolutional Layers for Image ClassificationCode0
Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis)—0
On-Device Document Classification using multimodal features—0
Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery—0
Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review—0
Comparing Classification Models on Kepler Data—0
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI—0
To do or not to do: cost-sensitive causal decision-making—0
A unifying approach on bias and variance analysis for classification—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion RecognitionCode0
One vs Previous and Similar Classes Learning -- A Comparative Study—0
PointCutMix: Regularization Strategy for Point Cloud ClassificationCode1
Explainable Neural Network-based Modulation Classification via Concept Bottleneck Models—0
Towards Network Traffic Monitoring Using Deep Transfer Learning—0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
A Novel Bio-Inspired Hybrid Multi-Filter Wrapper Gene Selection Method with Ensemble Classifier for Microarray Data—0
In-Ear SpO2 for Classification of Cognitive Workload—0
Iterative weak/self-supervised classification framework for abnormal events detectionCode1
Learning Neural Networks on SVD Boosted Latent Spaces for Semantic ClassificationCode0
An Evolution of CNN Object Classifiers on Low-Resolution Images—0
RegNet: Self-Regulated Network for Image ClassificationCode4
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple ClassifierCode1
Multi-label Ranking: Mining Multi-label and Label Ranking Data—0
Multitask Learning for Class-Imbalanced Discourse Classification—0
Audio Content Analysis—0
Intent Classification and Slot Filling for Privacy PoliciesCode1
On Explaining Your Explanations of BERT: An Empirical Study with Sequence ClassificationCode1
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and MoreCode0
Brain Tumor Detection and Classification based on Hybrid Ensemble Classifier—0
Wasserstein Distributional Normalization—0
Revisiting Point Cloud Classification with a Simple and Effective BaselineCode1
Task Calibration for Distributional Uncertainty in Few-Shot Classification—0
VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks—0
AFINets: Attentive Feature Integration Networks for Image Classification—0
Exploring Target Driven Image Classification—0
Adaptive Stacked Graph Filter—0
Neural Pooling for Graph Neural Networks—0
Graph Structural Aggregation for Explainable Learning—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