SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5901–5950 of 14581 papers

TitleStatusHype
Fine-Grained Argument Unit Recognition and ClassificationCode0
MinCall - MinION end2end convolutional deep learning basecallerCode0
Tertiary Eye Movement Classification by a Hybrid AlgorithmCode0
Attention Augmented Convolutional NetworksCode0
GraphNAS: Graph Neural Architecture Search with Reinforcement LearningCode0
Facial Expression Recognition Research Based on Deep LearningCode0
State Classification of Cooking Objects Using a VGG CNN—0
Integrating Association Rules with Decision Trees in Object-Relational Databases—0
Gaussian Process Regression and Classification under Mathematical Constraints with Learning Guarantees—0
Explaining a prediction in some nonlinear models—0
An improved sex specific and age dependent classification model for Parkinson's diagnosis using handwriting measurement—0
Android Malicious Application Classification Using Clustering—0
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks—0
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification—0
Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car—0
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases—0
EmbraceNet: A robust deep learning architecture for multimodal classificationCode0
GestARLite: An On-Device Pointing Finger Based Gestural Interface for Smartphones and Video See-Through Head-Mounts—0
Random Fragments Classification of Microbial Marker Clades with Multi-class SVM and N-Best Algorithm—0
Disagreement-based Active Learning in Online Settings—0
Unifying Question Answering, Text Classification, and Regression via Span Extraction—0
Shallow Neural Network can Perfectly Classify an Object following Separable Probability Distribution—0
Visualizing the decision-making process in deep neural decision forestCode0
Reliable Multi-label Classification: Prediction with Partial Abstention—0
Suggestion Mining from Online Reviews using ULMFiTCode0
Signal2Image Modules in Deep Neural Networks for EEG ClassificationCode0
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss—0
Human Motion Prediction via Pattern Completion in Latent Representation Space—0
Explaining Deep Classification of Time-Series Data with Learned PrototypesCode0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural NetworkCode0
RepGN:Object Detection with Relational Proposal Graph Network—0
On The Classification-Distortion-Perception Tradeoff—0
Unsupervised Open Domain Recognition by Semantic Discrepancy MinimizationCode0
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagationCode0
The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification—0
Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural NetworksCode0
Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training—0
Class specific or shared? A cascaded dictionary learning framework for image classification—0
DocBERT: BERT for Document ClassificationCode1
An Online Learning Approach for Dengue Fever Classification—0
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification—0
Interpreting Adversarial Examples with AttributesCode0
A large-scale field test on word-image classification in large historical document collections using a traditional and two deep-learning methods—0
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation—0
2D Car Detection in Radar Data with PointNets—0
Learning Interpretable Disentangled Representations using Adversarial VAEs—0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning ModelsCode0
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label ClassificationCode0
Neural Message Passing for Multi-Label ClassificationCode1
Sparseout: Controlling Sparsity in Deep NetworksCode0
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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