SOTAVerified

Binary Classification

Papers

Showing 16911700 of 2574 papers

TitleStatusHype
Quantum Multiple Kernel Learning0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization0
Neural network approximation and estimation of classifiers with classification boundary in a Barron class0
Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View0
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling0
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure0
Linear Dilation-Erosion Perceptron for Binary Classification0
Classification of optics-free images with deep neural networks0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks0
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Benchmark Results

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