SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12751–12800 of 14581 papers

TitleStatusHype
Topological Data Analysis of Decision Boundaries with Application to Model SelectionCode0
Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systemsCode0
MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLPCode0
Single Classifier-based Passive System for Source Printer Classification using Local Texture FeaturesCode0
Classification is a Strong Baseline for Deep Metric LearningCode0
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image ClassificationCode0
Meta-Generating Deep Attentive Metric for Few-shot ClassificationCode0
Topological Descriptors for Parkinson's Disease Classification and Regression AnalysisCode0
Multivariate Time Series Classification with WEASEL+MUSECode0
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 HoursCode0
Object Detection from Scratch with Deep SupervisionCode0
Object detection deep learning networks for Optical Character RecognitionCode0
Unsupervised Open Domain Recognition by Semantic Discrepancy MinimizationCode0
Topological Machine Learning for Mixed Numeric and Categorical DataCode0
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT ScansCode0
Single Shot Temporal Action DetectionCode0
Replacing Rewards with Examples: Example-Based Policy Search via Recursive ClassificationCode0
Taming the Monster: A Fast and Simple Algorithm for Contextual BanditsCode0
Topology Attack and Defense for Graph Neural Networks: An Optimization PerspectiveCode0
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple DatasetsCode0
Topology classification with deep learning to improve real-time event selection at the LHCCode0
RepMet: Representative-based metric learning for classification and one-shot object detectionCode0
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object DetectionCode0
Sinkhorn Divergence of Topological Signature Estimates for Time Series ClassificationCode0
Multivariate Time Series Classification using Dilated Convolutional Neural NetworkCode0
Representation Learning for Medical DataCode0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy ImagesCode0
Representation Learning with Deconvolution for Multivariate Time Series Classification and VisualizationCode0
TAP-DLND 1.0 : A Corpus for Document Level Novelty DetectionCode0
Multi-value Rule Sets for Interpretable Classification with Feature-Efficient RepresentationsCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
Target Based Speech Act Classification in Political Campaign TextCode0
Two-Stream Convolutional Networks for Action Recognition in VideosCode0
Targeted Example Generation for Compilation ErrorsCode0
Numerical Coding of Nominal DataCode0
Reproduction Report on "Learn to Pay Attention"Code0
Rep the Set: Neural Networks for Learning Set RepresentationsCode0
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label SpacesCode0
Multi-task Learning of Negation and Speculation for Targeted Sentiment ClassificationCode0
Variational Resampling Based Assessment of Deep Neural Networks under Distribution ShiftCode0
[Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-AttentionCode0
Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer ModuleCode0
Targeted Nonlinear Adversarial Perturbations in Images and VideosCode0
Multi-task Learning for Target-dependent Sentiment ClassificationCode0
Targeted Self Supervision for Classification on a Small COVID-19 CT Scan DatasetCode0
Multitask Learning for Network Traffic ClassificationCode0
To tune or not to tune the number of trees in random forest?Code0
Reservoir computing approaches for representation and classification of multivariate time seriesCode0
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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