SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2951–3000 of 14581 papers

TitleStatusHype
Multi-label Stream Classification with Self-Organizing Maps—0
Data Augmentation Imbalance For Imbalanced Attribute Classification—0
Classification using Hyperdimensional Computing: A Review—0
Multi-level Binarized LSTM in EEG Classification for Wearable Devices—0
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification—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
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
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams -- With Application to Power Quality Disturbance Detection and Classification—0
Scaling the training of particle classification on simulated MicroBooNE events to multiple GPUs—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
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification—0
Meta-Meta Classification for One-Shot LearningCode0
Light-Weighted CNN for Text ClassificationCode0
Classify and Generate: Using Classification Latent Space Representations for Image Generations—0
Explainable Image Classification with Evidence Counterfactual—0
Spatially Attentive Output Layer for Image Classification—0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model TuningCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
Continual Learning with Extended Kronecker-factored Approximate Curvature—0
Divergent Search for Few-Shot Image Classification—0
On Box-Cox Transformation for Image Normality and Pattern Classification—0
MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning—0
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery—0
A Framework for Enhancing Deep Neural Networks Against Adversarial MalwareCode1
SPECTER: Document-level Representation Learning using Citation-informed TransformersCode1
Topological Descriptors for Parkinson's Disease Classification and Regression AnalysisCode0
ESResNet: Environmental Sound Classification Based on Visual Domain ModelsCode1
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges—0
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework—0
Sound of Guns: Digital Forensics of Gun Audio Samples meets Artificial Intelligence—0
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and SegmentationCode1
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS ChallengeCode0
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing—0
Towards Robust Classification with Image Quality Assessment—0
Learning from Aggregate ObservationsCode1
Melanoma Detection using Adversarial Training and Deep Transfer LearningCode1
Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network—0
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray—0
Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified