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Binary Classification

Papers

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Showing 351–375 of 2574 papers

TitleStatusHype
3D Interest Point Detection via Discriminative Learning—0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
Accurate Streaming Support Vector Machines—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
Automated Discovery of Mathematical Definitions in Text—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Benchmarking unsupervised near-duplicate image detection—0
Automated dysgraphia detection by deep learning with SensoGrip—0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—0
Automated Imbalanced Classification via Layered Learning—0
Automated interpretation of congenital heart disease from multi-view echocardiograms—0
An ADMM Based Framework for AutoML Pipeline Configuration—0
Automated Mammogram Analysis with a Deep Learning Pipeline—0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning—0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations—0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting—0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified