SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7101–7125 of 14581 papers

TitleStatusHype
Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset—0
Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability—0
Co-Representation Learning For Classification and Novel Class Detection via Deep Networks—0
Gradient Harmonized Single-stage DetectorCode0
Neuroimaging Modality Fusion in Alzheimer's Classification Using Convolutional Neural Networks—0
Theoretical Analysis of Adversarial Learning: A Minimax Approach—0
ML-Net: multi-label classification of biomedical texts with deep neural networksCode0
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces—0
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNNCode0
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video ClassificationCode0
Visual Saliency Maps Can Apply to Facial Expression Recognition—0
An Introductory Survey on Attention Mechanisms in NLP Problems—0
Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks—0
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training—0
Classifying Patent Applications with Ensemble Methods—0
Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery—0
A Deep Ensemble Framework for Fake News Detection and Classification—0
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationCode1
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification—0
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks—0
On the practice of classification learning for clinical diagnosis and therapy advice in oncology—0
Matrix Product Operator Restricted Boltzmann Machines—0
Learning Representations of Missing Data for Predicting Patient Outcomes—0
Graph Convolutional Neural Networks via Motif-based Attention—0
Fashion and Apparel Classification using Convolutional Neural Networks—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