SOTAVerified

Binary Classification

Papers

Showing 10611070 of 2574 papers

TitleStatusHype
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems0
Classification of glomerular hypercellularity using convolutional features and support vector machine0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks0
Classification of Censored Tweets in Chinese Language using XLNet0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets0
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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