SOTAVerified

Binary Classification

Papers

Showing 641650 of 2574 papers

TitleStatusHype
Data classification by quantum radial basis function networks0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation0
Active learning for binary classification with variable selection0
Curating corpora with classifiers: A case study of clean energy sentiment online0
Convergence of Uncertainty Sampling for Active Learning0
Convergence Properties of Deep Neural Networks on Separable Data0
Convergence Rates for Empirical Estimation of Binary Classification Bounds0
Convergence Rates of Active Learning for Maximum Likelihood Estimation0
Convergence rates of sub-sampled Newton methods0
Cyber Knowledge Completion Using Large Language Models0
Show:102550
← PrevPage 65 of 258Next →

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