SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8651–8700 of 14581 papers

TitleStatusHype
Classification of Protein Crystallization X-Ray Images Using Major Convolutional Neural Network Architectures—0
Domain Adapted Word Embeddings for Improved Sentiment ClassificationCode0
Dense and Diverse Capsule Networks: Making the Capsules Learn BetterCode0
Deep Covariance Descriptors for Facial Expression Recognition—0
Hybrid Adaptive Fuzzy Extreme Learning Machine for text classification—0
Joint Embedding of Words and Labels for Text ClassificationCode0
hyperdoc2vec: Distributed Representations of Hypertext DocumentsCode0
Ensemble Soft-Margin Softmax Loss for Image Classification—0
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings—0
Text classification based on ensemble extreme learning machine—0
Scaling associative classification for very large datasetsCode0
Supervising Nyström Methods via Negative Margin Support Vector Selection—0
Classification of Household Materials via SpectroscopyCode0
OK Google, What Is Your Ontology? Or: Exploring Freebase Classification to Understand Google's Knowledge Graph—0
Training Classifiers with Natural Language ExplanationsCode1
Robust Classification with Convolutional Prototype LearningCode1
Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders—0
Evaluating ResNeXt Model Architecture for Image ClassificationCode0
Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems—0
A Symbolic Approach to Explaining Bayesian Network Classifiers—0
Improving GAN Training via Binarized Representation Entropy (BRE) RegularizationCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
Image Ordinal Classification and Understanding: Grid Dropout with Masking Label—0
Several Tunable GMM Kernels—0
Visual Attribute-augmented Three-dimensional Convolutional Neural Network for Enhanced Human Action Recognition—0
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)Code0
Tile2Vec: Unsupervised representation learning for spatially distributed dataCode0
Predicting Graph Categories from Structural Properties—0
Paraphrase to Explicate: Revealing Implicit Noun-Compound RelationsCode0
Sentence-State LSTM for Text RepresentationCode0
Region-Based Classification of PolSAR Data Using Radial Basis Kernel Functions With Stochastic Distances—0
Label Refinery: Improving ImageNet Classification through Label ProgressionCode1
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples—0
The Logistic Network Lasso—0
Automatic Classification of Object Code Using Machine Learning—0
Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers—0
Bone marrow cells detection: A technique for the microscopic image analysis—0
Unsupervised Feature Learning via Non-Parametric Instance-level DiscriminationCode1
Transfer Learning of Artist Group Factors to Musical Genre ClassificationCode0
Various Approaches to Aspect-based Sentiment Analysis—0
Pulmonary Artery–Vein Classification in CT Images Using Deep Learning—0
Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks—0
Classification of Epileptic EEG Signals by Wavelet based CFC—0
Improve Uncertainty Estimation for Unknown Classes in Bayesian Neural Networks with Semi-Supervised /One Set Classification—0
Dictionary Learning and Sparse Coding on Statistical Manifolds—0
InceptB: A CNN Based Classification Approach for Recognizing Traditional Bengali Games—0
Binarizer at SemEval-2018 Task 3: Parsing dependency and deep learning for irony detection—0
Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals—0
Multi-task Learning of Cascaded CNN for Facial Attribute Classification—0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
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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