SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2351–2400 of 14581 papers

TitleStatusHype
Exploring the Interchangeability of CNN Embedding Spaces—0
Enhancing Haptic Distinguishability of Surface Materials with Boosting Technique—0
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
Data-efficient Online Classification with Siamese Networks and Active Learning—0
A Study for Universal Adversarial Attacks on Texture Recognition—0
IoT Malware Network Traffic Classification using Visual Representation and Deep Learning—0
Orthogonal Multi-view Analysis by Successive Approximations via Eigenvectors—0
COVID-19 Classification of X-ray Images Using Deep Neural Networks—0
A Deep Genetic Programming based Methodology for Art Media Classification Robust to Adversarial Perturbations—0
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification—0
Deep Composer Classification Using Symbolic RepresentationCode0
Smart-Inspect: Micro Scale Localization and Classification of Smartphone Glass Defects for Industrial Automation—0
Linear Classifier Combination via Multiple Potential FunctionsCode0
An Evaluation of Classification Methods for 3D Printing Time-Series Data—0
An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm—0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
AVECL-UMONS database for audio-visual event classification and localization—0
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples—0
Assessing Robustness of Text Classification through Maximal Safe Radius ComputationCode0
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins—0
StreamSoNG: A Soft Streaming Classification Approach—0
Using Unlabeled Data for Increasing Low-Shot Classification Accuracy of Relevant and Open-Set Irrelevant Images—0
A new dataset of dog breed images and a benchmark for fine-grained classification—0
Fast Few-Shot Classification by Few-Iteration Meta-LearningCode0
Attention-Aware Noisy Label Learning for Image Classification—0
Detecting Autism Spectrum Disorder using Machine Learning—0
Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification—0
Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification—0
Small Drone Classification with Light CNN and New Micro-Doppler Signature Extraction Method Based on A-SPC Technique—0
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach—0
EEMC: Embedding Enhanced Multi-tag Classification—0
Immigration Document Classification and Automated Response Generation—0
Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples—0
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification—0
One-Shot learning based classification for segregation of plastic waste—0
Improving Device Directedness Classification of Utterances with Semantic Lexical Features—0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification—0
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification—0
Graph-based methods for analyzing orchard tree structure using noisy point cloud data—0
Efficient SVDD Sampling with Approximation Guarantees for the Decision BoundaryCode0
Semi-Supervised Node Classification by Graph Convolutional Networks and Extracted Side InformationCode0
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations—0
Multi-scale Receptive Fields Graph Attention Network for Point Cloud ClassificationCode0
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification—0
A priori estimates for classification problems using neural networks—0
ECG Classification with a Convolutional Recurrent Neural Network—0
Orthrus: A Bimodal Learning Architecture for Malware ClassificationCode0
A new network-base high-level data classification methodology (Quipus) by modeling attribute-attribute interactions—0
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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