SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7951–8000 of 14581 papers

TitleStatusHype
Adversarial Sampling for Active Learning—0
Faster Support Vector Machines—0
CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy imagesCode0
Hyperspectral image classification using spectral-spatial LSTMs—0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
Deep Mask For X-ray Based Heart Disease Classification—0
Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language—0
Handwritten digit and letter recognition using hybrid dwt-dct with knn and svm classifier—0
CellLineNet: End-to-End Learning and Transfer Learning For Multiclass Epithelial Breast cell Line Classification via a Convolutional Neural Network—0
Learning Supervised Topic Models for Classification and Regression from Crowds—0
Enhanced network anomaly detection based on deep neural networks—0
First Steps Toward CNN based Source Classification of Document Images Shared Over Messaging App—0
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization—0
Unsupervised adversarial domain adaptation for acoustic scene classificationCode0
Towards understanding ECG rhythm classification using convolutional neural networks and attention mappingsCode0
Reinforcement Learning for Autonomous Defence in Software-Defined Networking—0
Paraphrase Thought: Sentence Embedding Module Imitating Human Language RecognitionCode0
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning ModelCode0
Genre-Agnostic Key Classification With Convolutional Neural Networks—0
Deep Convolutional Networks as shallow Gaussian ProcessesCode0
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification—0
Building medical image classifiers with very limited data using segmentation networks—0
DNN Feature Map Compression using Learned Representation over GF(2)Code0
Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification—0
Ricean K-factor Estimation based on Channel Quality Indicator in OFDM Systems using Neural Network—0
LSTM-Based Goal Recognition in Latent Space—0
URSA: A Neural Network for Unordered Point Clouds Using ConstellationsCode0
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks—0
An Overview and a Benchmark of Active Learning for Outlier Detection with One-Class ClassifiersCode0
COLA: Decentralized Linear LearningCode0
Deep Randomized Ensembles for Metric LearningCode0
BACH: Grand Challenge on Breast Cancer Histology Images—0
Fast, Better Training Trick --- Random Gradient—0
Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks—0
Text Classification using Capsules—0
Fine-grained visual recognition with salient feature detectionCode0
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution—0
WonDerM: Skin Lesion Classification with Fine-tuned Neural NetworksCode0
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms—0
How Complex is your classification problem? A survey on measuring classification complexityCode0
A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials—0
Gradient and Newton Boosting for Classification and RegressionCode0
Classifier-Guided Visual Correction of Noisy Labels for Image Classification TasksCode0
Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach—0
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant—0
Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study—0
Additional Representations for Improving Synthetic Aperture Sonar Classification Using Convolutional Neural Networks—0
Capturing global spatial context for accurate cell classification in skin cancer histology—0
How did the discussion go: Discourse act classification in social media conversations—0
Data augmentation using synthetic data for time series classification with deep residual networksCode0
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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