SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4451–4475 of 14581 papers

TitleStatusHype
Robustifying Binary Classification to Adversarial Perturbation—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Robust Locality-Aware Regression for Labeled Data Classification—0
Restricted Minimum Error Entropy Criterion for Robust Classification—0
Robust Logistic Regression and Classification—0
Robustly Leveraging Prior Knowledge in Text Classification—0
Dimension-Robust MCMC in Bayesian Inverse Problems—0
Robust Multi-Class Gaussian Process Classification—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
Robust Multi-view Pedestrian Tracking Using Neural Networks—0
Robustness Certificates Against Adversarial Examples for ReLU Networks—0
Robustness of classification ability of spiking neural networks—0
Robustness Of Saak Transform Against Adversarial Attacks—0
Robustness Verification of Classification Deep Neural Networks via Linear Programming—0
Robust Nonparametric Regression with Metric-Space Valued Output—0
Robust Object Classification Approach using Spherical Harmonics—0
Robust One-Class Kernel Spectral Regression—0
Robust Optimal Classification Trees under Noisy Labels—0
Robust Optimization for Non-Convex Objectives—0
Robust OS-ELM with a novel selective ensemble based on particle swarm optimization—0
Robust Physical-World Attacks on Deep Learning Visual Classification—0
Robust Pollen Imagery Classification with Generative Modeling and Mixup Training—0
Robust Self-Supervised Convolutional Neural Network for Subspace Clustering and Classification—0
Robust Semi-Supervised Classification for Multi-Relational Graphs—0
Robust Semi-supervised Least Squares Classification by Implicit Constraints—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