SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 326–350 of 14581 papers

TitleStatusHype
Revisiting Local Descriptor for Improved Few-Shot ClassificationCode0
Environmental sound analysis with mixup based multitask learning and cross-task fusion—0
Parameterized Hypercomplex Graph Neural Networks for Graph ClassificationCode1
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised ClassificationCode1
Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification—0
Text Classification Using Hybrid Machine Learning Algorithms on Big Data—0
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Harmonic Beltrami Signature: A Novel 2D Shape Representation for Object Classification—0
Single Test Image-Based Automated Machine Learning System for Distinguishing between Trait and Diseased Blood Samples—0
A Facial Feature Discovery Framework for Race Classification Using Deep Learning—0
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic ClassificationCode0
Strong Optimal Classification TreesCode1
A Hierarchical Approach to Remote Sensing Scene Classification—0
ViViT: A Video Vision TransformerCode1
Graph Classification by Mixture of Diverse Experts—0
Busy-Quiet Video Disentangling for Video ClassificationCode1
Classifying Video based on Automatic Content Detection Overview—0
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised LearningCode1
Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks—0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks—0
Entropy methods for the confidence assessment of probabilistic classification models—0
Face Recognition as a Method of Authentication in a Web-Based System—0
BA^2M: A Batch Aware Attention Module for Image 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified