SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7101–7150 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
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
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
Automated Multi-Label Classification based on ML-Plan—0
Skeptical Deep Learning with Distribution Correction—0
Neural Stain Normalization and Unsupervised Classification of Cell Nuclei in Histopathological Breast Cancer Images—0
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches—0
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation—0
ExGate: Externally Controlled Gating for Feature-based Attention in Artificial Neural Networks—0
Doc2Im: document to image conversion through self-attentive embedding—0
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flowCode0
Large-Scale Visual Active Learning with Deep Probabilistic Ensembles—0
A simple yet effective baseline for non-attributed graph classificationCode0
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images—0
Advanced machine learning informatics modeling using clinical and radiological imaging metrics for characterizing breast tumor characteristics with the OncotypeDX gene array—0
Amalgamating Knowledge towards Comprehensive Classification—0
ColorUNet: A convolutional classification approach to colorization—0
Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter—0
Median Binary-Connect Method and a Binary Convolutional Neural Nework for Word Recognition—0
Prototypical Clustering Networks for Dermatological Disease Diagnosis—0
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