SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2851–2900 of 14581 papers

TitleStatusHype
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training SamplesCode0
Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNNCode0
Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural NetworkCode0
Deep Neural Network Ensembles for Time Series ClassificationCode0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
Deep Learning Based Vehicle Make-Model ClassificationCode0
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep LearningCode0
Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation ToolCode0
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying AbnormalitiesCode0
Identifying Unclear Questions in Community Question Answering WebsitesCode0
Class2Str: End to End Latent Hierarchy LearningCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Deep Learning for Cardiologist-level Myocardial Infarction Detection in ElectrocardiogramsCode0
Deep Learning Autoencoder Approach for Handwritten Arabic Digits RecognitionCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
Deep Learning Based Large-Scale Automatic Satellite Crosswalk ClassificationCode0
Elastic weight consolidation for better bias inoculationCode0
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortexCode0
Deep learning at the shallow end: Malware classification for non-domain expertsCode0
Deep Learning Based Multi-Label Text Classification of UNGA ResolutionsCode0
A Dynamic Reduction Network for Point CloudsCode0
Imbalanced multi-label classification using multi-task learning with extractive summarizationCode0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
ImpactCite: An XLNet-based method for Citation Impact AnalysisCode0
Classification and clustering for observations of event time data using non-homogeneous Poisson process modelsCode0
Classification and Clustering of Arguments with Contextualized Word EmbeddingsCode0
An analytic theory of shallow networks dynamics for hinge loss classificationCode0
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer MarginCode0
A benchmark of data stream classification for human activity recognition on connected objectsCode0
Classification and Feature Transformation with Fuzzy Cognitive MapsCode0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
Deep interpretable architecture for plant diseases classificationCode0
A novel embedded min-max approach for feature selection in nonlinear support vector machine classificationCode0
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge TracingCode0
Deep Imbalanced Attribute Classification using Visual Attention AggregationCode0
Improving Landmark Recognition using Saliency detection and Feature classificationCode0
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting SolutionCode0
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment ClassificationCode0
Improving Review Representations with User Attention and Product Attention for Sentiment ClassificationCode0
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsCode0
DeepImageSpam: Deep Learning based Image Spam DetectionCode0
Deep Learning applied to NLPCode0
Improving text classification with vectors of reduced precisionCode0
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic StressCode0
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray ImagesCode0
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series ClassificationCode0
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal DiseasesCode0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification AlgorithmsCode0
Deep Gamblers: Learning to Abstain with Portfolio TheoryCode0
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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