SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4626–4650 of 14581 papers

TitleStatusHype
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classificationCode0
A Bug or a Suggestion? An Automatic Way to Label Issues—0
A Geometry-Sensitive Approach for Photographic Style ClassificationCode0
STaDA: Style Transfer as Data Augmentation—0
Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets—0
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b—0
Targeted Example Generation for Compilation ErrorsCode0
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions—0
Moral Stance Recognition and Polarity Classification from Twitter and Elicited Text—0
Sentiment Polarity Detection in Azerbaijani Social News Articles—0
Turkish Tweet Classification with Transformer Encoder—0
Linguistic classification: dealing jointly with irrelevance and inconsistency—0
Term Based Semantic Clusters for Very Short Text Classification—0
Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classificationCode0
Quotation Detection and Classification with a Corpus-Agnostic Model—0
Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
Classification of Micro-Texts Using Sub-Word Embeddings—0
Classification Approaches to Identify Informative Tweets—0
Comparing a Hand-crafted to an Automatically Generated Feature Set for Deep Learning: Pairwise Translation Evaluation—0
Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies—0
EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks—0
Cross-Domain Sentiment Classification using Vector Embedded Domain Representations—0
Automatic Detection and Classification of Argument Components using Multi-task Deep Neural Network—0
Utilizing Pre-Trained Word Embeddings to Learn Classification Lexicons with Little Supervision—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