SOTAVerified

Binary Classification

Papers

Showing 701710 of 2574 papers

TitleStatusHype
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and PracticeCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Calibration of Machine Learning Classifiers for Probability of Default Modelling0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques0
Calibrating Deep Neural Networks by Pairwise Constraints0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification0
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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