SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1101–1125 of 14581 papers

TitleStatusHype
Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations—0
Using Machine Learning to Automate Mammogram Images Analysis—0
Guitar Effects Recognition and Parameter Estimation with Convolutional Neural NetworksCode1
PAC-Learning for Strategic Classification—0
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image ClassificationCode1
Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment AnalysisCode0
Cross-Domain Sentiment Classification with In-Domain Contrastive LearningCode1
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects—0
LandCoverNet: A global benchmark land cover classification training datasetCode0
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring—0
Understanding Interpretability by generalized distillation in Supervised Classification—0
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudCode1
Machine learning with incomplete datasets using multi-objective optimization models—0
Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming—0
Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics—0
Learning Equivariant RepresentationsCode1
Rethinking movie genre classification with fine-grained semantic clustering—0
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential EquationsCode1
A Variant of Gradient Descent Algorithm Based on Gradient Averaging—0
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic DialoguesCode1
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization—0
Evolving Character-level Convolutional Neural Networks for Text Classification—0
Classification and reconstruction of optical quantum states with deep neural networksCode1
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models—0
Towards Human Haptic Gesture Interpretation for Robotic Systems—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