SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8101–8150 of 14581 papers

TitleStatusHype
Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G—0
Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network—0
Dynamical Component Analysis (DyCA): Dimensionality Reduction For High-Dimensional Deterministic Time-Series—0
A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks—0
Robust Tracking via Weighted Online Extreme Learning Machine—0
Neural State Classification for Hybrid SystemsCode0
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification—0
Unbounded Output Networks for Classification—0
Propensity score estimation using classification and regression trees in the presence of missing covariate data—0
End-to-End Learning via a Convolutional Neural Network for Cancer Cell Line Classification—0
How good is my GAN?—0
A Surprising Linear Relationship Predicts Test Performance in Deep NetworksCode0
Grounding Visual Explanations—0
Conditional Information Gain Networks—0
Hyperspectral Images Classification Using Energy Profiles of Spatial and Spectral Features—0
Dermoscopic Image Analysis for ISIC Challenge 2018—0
Deep-CLASS at ISIC Machine Learning Challenge 2018—0
Self-produced Guidance for Weakly-supervised Object LocalizationCode0
Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography—0
The Variational Homoencoder: Learning to learn high capacity generative models from few examplesCode0
Multi-Class Lesion Diagnosis with Pixel-wise Classification Network—0
Multicolumn Networks for Face RecognitionCode0
Unsupervised Learning with Self-Organizing Spiking Neural Networks—0
Residual Network based Aggregation Model for Skin Lesion Classification—0
Multimodal Social Media Analysis for Gang Violence Prevention—0
Text Classification based on Multiple Block Convolutional Highways—0
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional NetworksCode0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
Hierarchical Classification using Binary Data—0
Deep learning at the shallow end: Malware classification for non-domain expertsCode0
Deep Discriminative Model for Video Classification—0
Wide Contextual Residual Network with Active Learning for Remote Sensing Image ClassificationCode0
Tree-structured multi-stage principal component analysis (TMPCA): theory and applications—0
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks—0
Spatial Correlation and Value Prediction in Convolutional Neural Networks—0
Multiple Convolutional Neural Network for Skin Dermoscopic Image Classification—0
Conditional Infilling GANs for Data Augmentation in Mammogram ClassificationCode0
Ensemble of Deep Learned Features for Melanoma Classification—0
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data—0
Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI—0
Twitter Sentiment Analysis System—0
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time—0
Monocular Object Orientation Estimation using Riemannian Regression and Classification NetworksCode0
Selective Zero-Shot Classification with Augmented Attributes—0
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem—0
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs—0
Graph Classification using Structural AttentionCode0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Capsule Networks against Medical Imaging Data ChallengesCode0
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained RecoveryCode0
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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