SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13201–13250 of 14581 papers

TitleStatusHype
Class Probability Estimation via Differential Geometric Regularization—0
Robustly Leveraging Prior Knowledge in Text Classification—0
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification—0
Matrix Product State for Feature Extraction of Higher-Order Tensors—0
Utility-Theoretic Ranking for Semi-Automated Text Classification—0
Bayesian Optimization of Text Representations—0
Contrastive Pessimistic Likelihood Estimation for Semi-Supervised ClassificationCode0
Improved Semantic Representations From Tree-Structured Long Short-Term Memory NetworksCode0
Macroblock Classification Method for Video Applications Involving Motions—0
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification—0
Probabilistic Zero-shot Classification with Semantic Rankings—0
Modelling Local Deep Convolutional Neural Network Features to Improve Fine-Grained Image Classification—0
Plagiarism Detection in Polyphonic Music using Monaural Signal Separation—0
Rational Kernels for Arabic Stemming and Text Classification—0
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval—0
Exploiting a comparability mapping to improve bi-lingual data categorization: a three-mode data analysis perspective—0
Spaced seeds improve k-mer-based metagenomic classificationCode0
Nearly optimal classification for semimetrics—0
Regularization and Kernelization of the Maximin Correlation Approach—0
Study on Sparse Representation based Classification for Biometric Verification—0
Spike Event Based Learning in Neural Networks—0
Supervised Dictionary Learning and Sparse Representation-A Review—0
NeuroSVM: A Graphical User Interface for Identification of Liver Patients—0
Classification and Bayesian Optimization for Likelihood-Free Inference—0
CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data—0
Supervised cross-modal factor analysis for multiple modal data classification—0
Randomized LU decomposition: An Algorithm for Dictionaries Construction—0
SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks—0
HEp-2 Cell Classification via Fusing Texture and Shape Information—0
Classification and its applications for drug-target interaction identification—0
Invariant backpropagation: how to train a transformation-invariant neural networkCode0
Long-short Term Motion Feature for Action Classification and Retrieval—0
The Responsibility Weighted Mahalanobis Kernel for Semi-Supervised Training of Support Vector Machines for Classification—0
Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices—0
Web spam classification using supervised artificial neural network algorithms—0
Boost Phrase-level Polarity Labelling with Review-level Sentiment Classification—0
Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification—0
Analysis of classifiers' robustness to adversarial perturbations—0
Deep Learning with Limited Numerical PrecisionCode0
Out-of-sample generalizations for supervised manifold learning for classification—0
Scalable Multilabel Prediction via Randomized MethodsCode0
Discriminative training for Convolved Multiple-Output Gaussian processes—0
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet ClassificationCode0
Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients—0
Text Understanding from ScratchCode0
A mixture Cox-Logistic model for feature selection from survival and classification data—0
Arrhythmia Detection using Mutual Information-Based Integration Method—0
A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification—0
Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery—0
Multimodal Task-Driven Dictionary Learning for Image ClassificationCode0
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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