SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2351–2375 of 14581 papers

TitleStatusHype
Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation—0
Exploring the Interchangeability of CNN Embedding Spaces—0
Learning by Minimizing the Sum of Ranked RangeCode0
Data-efficient Online Classification with Siamese Networks and Active Learning—0
IoT Malware Network Traffic Classification using Visual Representation and Deep Learning—0
A Study for Universal Adversarial Attacks on Texture Recognition—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
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
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification—0
Linear Classifier Combination via Multiple Potential FunctionsCode0
Deep Composer Classification Using Symbolic RepresentationCode0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples—0
STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Code0
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
Smart-Inspect: Micro Scale Localization and Classification of Smartphone Glass Defects for Industrial Automation—0
AVECL-UMONS database for audio-visual event classification and localization—0
Assessing Robustness of Text Classification through Maximal Safe Radius ComputationCode0
Fast Few-Shot Classification by Few-Iteration Meta-LearningCode0
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins—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
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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