SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 426–450 of 14581 papers

TitleStatusHype
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence InformationCode1
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves ClassificationCode1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using WearablesCode1
End-to-End Lane Marker Detection via Row-wise ClassificationCode1
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep ArchitectureCode1
A Framework for Enhancing Deep Neural Networks Against Adversarial MalwareCode1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image ClassificationCode1
Epileptic Seizure Classification with Symmetric and Hybrid Bilinear ModelsCode1
EPNet: Enhancing Point Features with Image Semantics for 3D Object DetectionCode1
Establishing Baselines for Text Classification in Low-Resource LanguagesCode1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
Evaluating surgical skills from kinematic data using convolutional neural networksCode1
Evaluating the visualization of what a Deep Neural Network has learnedCode1
EXACT: How to Train Your AccuracyCode1
Training Normalizing Flows with the Information Bottleneck for Competitive Generative ClassificationCode1
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time IntervalsCode1
Explaining Predictions of Non-Linear Classifiers in NLPCode1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation MechanismCode1
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language InferenceCode1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural NetworkCode1
Exploiting Unsupervised Data for Emotion Recognition in ConversationsCode1
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute InformationCode1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate MistreatmentCode1
Fairness Measures for Regression via Probabilistic ClassificationCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
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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