SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5001–5050 of 14581 papers

TitleStatusHype
Revisiting Metric Learning for Few-Shot Image Classification—0
Zero-shot Learning for Audio-based Music Classification and TaggingCode0
The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion—0
A Novel Approach to OCR using Image Recognition based Classification for Ancient Tamil Inscriptions in Temples—0
Adversarial Attacks in Sound Event Classification—0
Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification—0
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation StudyCode0
Asynchronous Averaging of Gait Cycles for Classification of Gait and Device Modes—0
Multi-Instance Multi-Scale CNN for Medical Image Classification—0
Measuring the Data Efficiency of Deep Learning Methods—0
Financial Time Series Data Processing for Machine LearningCode1
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification—0
Deep neural network-based classification model for Sentiment Analysis—0
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene ClassificationCode1
Structure fusion based on graph convolutional networks for semi-supervised classification—0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts—0
Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism—0
Lane Detection and Classification using Cascaded CNNsCode0
Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning ApplicationsCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays—0
Low-Rank Subspace Override for Unsupervised Domain AdaptationCode0
Danish Stance Classification and Rumour ResolutionCode0
Classification automatique des proc\'ed\'es de traduction (Automatic Classification of Translation Processes)—0
An Automated Ensemble Learning Framework Using Genetic Programming for Image ClassificationCode0
Hierarchical Transfer Learning for Multi-label Text Classification—0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Annotation and Automatic Classification of Aspectual Categories—0
Collocation Classification with Unsupervised Relation VectorsCode0
Hierarchical Multi-label Classification of Text with Capsule NetworksCode0
Investigating Political Herd Mentality: A Community Sentiment Based Approach—0
Distributed Knowledge Based Clinical Auto-Coding System—0
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network—0
A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationCode0
Sentiment Classification Using Document Embeddings Trained with Cosine SimilarityCode0
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on TextCode0
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision—0
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations—0
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsCode0
Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations—0
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit—0
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages—0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Predicting the Outcome of Deliberative Democracy: A Research Proposal—0
Stochastic Tokenization with a Language Model for Neural Text Classification—0
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings—0
Transfer Capsule Network for Aspect Level Sentiment ClassificationCode0
ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification—0
Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyCode0
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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