SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3326–3350 of 14581 papers

TitleStatusHype
Deep Learning for Musculoskeletal Image Analysis—0
Why is the Mahalanobis Distance Effective for Anomaly Detection?—0
"Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features—0
Are You an Introvert or Extrovert? Accurate Classification With Only Ten Predictors—0
Depth-Adaptive Graph Recurrent Network for Text ClassificationCode0
Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning—0
An End-to-End Graph Convolutional Kernel Support Vector Machine—0
Online Binary Space Partitioning Forests—0
Learning Cross-domain Generalizable Features by Representation Disentanglement—0
VideoSSL: Semi-Supervised Learning for Video Classification—0
DROCC: Deep Robust One-Class Classification—0
Global Convergence and Geometric Characterization of Slow to Fast Weight Evolution in Neural Network Training for Classifying Linearly Non-Separable Data—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
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral MeasuresCode1
Joint 2D-3D Breast Cancer Classification—0
A Free-Energy Principle for Representation Learning—0
Using a thousand optimization tasks to learn hyperparameter search strategies—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
Cognitively-Inspired Model for Incremental Learning Using a Few ExamplesCode0
Imbalance Learning for Variable Star ClassificationCode0
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set SimilarityCode0
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds—0
Triangle-Net: Towards Robustness in Point Cloud LearningCode0
Complexity Measures and Features for Times Series classification—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