SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4951–4975 of 14581 papers

TitleStatusHype
Linguistic features and proficiency classification in L2 Spanish and L2Portuguese.—0
Quotation Detection and Classification with a Corpus-Agnostic Model—0
Multiclass Text Classification on Unbalanced, Sparse and Noisy Data—0
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
Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification—0
Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classificationCode0
Zero-shot transfer for implicit discourse relation classification—0
Utilizing Pre-Trained Word Embeddings to Learn Classification Lexicons with Little Supervision—0
Sentiment Polarity Detection in Azerbaijani Social News Articles—0
Linguistic classification: dealing jointly with irrelevance and inconsistency—0
Out-of-Domain Detection for Low-Resource Text Classification TasksCode0
Learning with Noisy Labels for Sentence-level Sentiment Classification—0
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER—0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment ClassificationCode0
Credit Card Fraud Detection Using Autoencoder Neural NetworkCode0
Semi-supervised Learning of Fetal Anatomy from Ultrasound—0
On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction—0
Sequential Learning of Convolutional Features for Effective Text Classification—0
Scientific Statement Classification over arXiv.orgCode0
Multilingual and Multi-Aspect Hate Speech AnalysisCode0
A Concert-planning Tool for Independent Musicians by Machine Learning Models—0
Human-grounded Evaluations of Explanation Methods for Text 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