SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3751–3775 of 14581 papers

TitleStatusHype
Global Convergence and Geometric Characterization of Slow to Fast Weight Evolution in Neural Network Training for Classifying Linearly Non-Separable Data—0
DROCC: Deep Robust One-Class Classification—0
Automated classification of stems and leaves of potted plants based on point cloud data—0
2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification—0
Imbalance Learning for Variable Star ClassificationCode0
Time Series Data Augmentation for Deep Learning: A Survey—0
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds—0
Using a thousand optimization tasks to learn hyperparameter search strategies—0
Complexity Measures and Features for Times Series classification—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
Triangle-Net: Towards Robustness in Point Cloud LearningCode0
A Free-Energy Principle for Representation Learning—0
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set SimilarityCode0
Cognitively-Inspired Model for Incremental Learning Using a Few ExamplesCode0
Joint 2D-3D Breast Cancer Classification—0
Fake Review Detection Using Behavioral and Contextual FeaturesCode0
Assignment Flows for Data Labeling on Graphs: Convergence and Stability—0
Inceptive Event Time-Surfaces for Object Classification Using Neuromorphic Cameras—0
Nonlinear classifiers for ranking problems based on kernelized SVMCode0
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification ProblemsCode0
Streaming Active Deep Forest for Evolving Data Stream Classification—0
The role of regularization in classification of high-dimensional noisy Gaussian mixture—0
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic EnvironmentsCode0
A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlowCode0
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes—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