SOTAVerified

Binary Classification

Papers

Showing 19611970 of 2574 papers

TitleStatusHype
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy0
A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization0
Affective Lexicon Creation for the Greek Language0
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search0
A Function Fitting Method0
A Fundamental Performance Limitation for Adversarial Classification0
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification0
A generalised OMP algorithm for feature selection with application to gene expression data0
A generalized flow for multi-class and binary classification tasks: An Azure ML approach0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation0
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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