SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7326–7350 of 14581 papers

TitleStatusHype
Fashion and Apparel Classification using Convolutional Neural Networks—0
Graph Convolutional Neural Networks via Motif-based Attention—0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Machine Learning with Abstention for Automated Liver Disease Diagnosis—0
Multi-label Object Attribute Classification using a Convolutional Neural Network—0
Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning—0
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural NetworkCode0
Automated Multi-Label Classification based on ML-Plan—0
Deep Ensemble Bayesian Active Learning : Addressing the Mode Collapse issue in Monte Carlo dropout via Ensembles—0
Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision—0
Skeptical Deep Learning with Distribution Correction—0
Neural Stain Normalization and Unsupervised Classification of Cell Nuclei in Histopathological Breast Cancer Images—0
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation—0
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches—0
Large-Scale Visual Active Learning with Deep Probabilistic Ensembles—0
Doc2Im: document to image conversion through self-attentive embedding—0
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images—0
A simple yet effective baseline for non-attributed graph classificationCode0
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flowCode0
Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array—0
ExGate: Externally Controlled Gating for Feature-based Attention in Artificial Neural Networks—0
ColorUNet: A convolutional classification approach to colorization—0
Amalgamating Knowledge towards Comprehensive Classification—0
Multi-Task Graph AutoencodersCode0
Time Series Classification to Improve Poultry Welfare—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