SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 65516600 of 14581 papers

TitleStatusHype
A Push-Pull Layer Improves Robustness of Convolutional Neural Networks0
Improved Adversarial Learning for Fair Classification0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
Active learning for binary classification with variable selection0
Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem0
catch22: CAnonical Time-series CHaracteristicsCode1
Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 ClassificationCode0
Heartbeat Anomaly Detection using Adversarial OversamplingCode0
Label Efficient Semi-Supervised Learning via Graph FilteringCode0
Compressed Domain Image Classification Using a Dynamic-Rate Neural Network0
Using Pre-Training Can Improve Model Robustness and UncertaintyCode0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
Neural eliminators and classifiers0
Squeezed Very Deep Convolutional Neural Networks for Text ClassificationCode0
End-to-End Discriminative Deep Network for Liver Lesion Classification0
A new evaluation framework for topic modeling algorithms based on synthetic corporaCode0
A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition0
TUNet: Incorporating segmentation maps to improve classification0
On Symmetric Losses for Learning from Corrupted LabelsCode0
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic RegressionCode0
Concrete Autoencoders for Differentiable Feature Selection and ReconstructionCode0
Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study0
Anomaly detecting and ranking of the cloud computing platform by multi-view learning0
Fixup Initialization: Residual Learning Without NormalizationCode0
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes SettingCode1
Evaluation of Transfer Learning for Classification of: (1) Diabetic Retinopathy by Digital Fundus Photography and (2) Diabetic Macular Edema, Choroidal Neovascularization and Drusen by Optical Coherence Tomography0
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual ClassificationCode1
Stopping Active Learning based on Predicted Change of F Measure for Text Classification0
SelectiveNet: A Deep Neural Network with an Integrated Reject OptionCode0
The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification0
Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm0
Deep Learning Framework for Steel Surface Defects Classification0
Equivariant Transformer NetworksCode0
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network0
Deep Multimodality Model for Multi-task Multi-view LearningCode0
Automated Segmentation of CT Scans for Normal Pressure HydrocephalusCode0
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classificationCode0
Deep Learning on Small Datasets without Pre-Training using Cosine LossCode0
Spurious Vanishing Problem in Approximate Vanishing Ideal0
Misleading Metadata Detection on YouTubeCode0
Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis0
One-Class Convolutional Neural NetworkCode1
Is Pretraining Necessary for Hyperspectral Image Classification?0
Bottom-up Broadcast Neural Network For Music Genre ClassificationCode0
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching0
Boosting Standard Classification Architectures Through a Ranking RegularizerCode0
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data0
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space0
A PCB Dataset for Defects Detection and ClassificationCode0
General Supervision via Probabilistic Transformations0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified