SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2951–2975 of 14581 papers

TitleStatusHype
Multi-label Stream Classification with Self-Organizing Maps—0
Data Augmentation Imbalance For Imbalanced Attribute Classification—0
Multi-level Binarized LSTM in EEG Classification for Wearable Devices—0
Classification using Hyperdimensional Computing: A Review—0
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery—0
ktrain: A Low-Code Library for Augmented Machine LearningCode2
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification—0
Fast Gradient Descent Algorithm for Image Classification with Neural NetworksCode0
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet ArchitectureCode0
Self-Supervised Representation Learning on Document Images—0
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks—0
Learning Strategies for Radar Clutter Classification—0
A Survey of Document Grounded Dialogue Systems (DGDS)—0
Scaling the training of particle classification on simulated MicroBooNE events to multiple GPUs—0
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams -- With Application to Power Quality Disturbance Detection and Classification—0
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification—0
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural NetworkCode0
Exploring time-series motifs through DTW-SOM—0
Finding the Optimal Network Depth in Classification TasksCode0
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification—0
Meta-Meta Classification for One-Shot LearningCode0
Light-Weighted CNN for Text ClassificationCode0
Explainable Image Classification with Evidence Counterfactual—0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
Spatially Attentive Output Layer for Image 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