SOTAVerified

Binary Classification

Papers

Showing 10511060 of 2574 papers

TitleStatusHype
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning0
Classification of optics-free images with deep neural networks0
A generalized quadratic loss for SVM and Deep Neural Networks0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN0
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
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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