SOTAVerified

Binary Classification

Papers

Showing 22812290 of 2574 papers

TitleStatusHype
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability0
Classification of Censored Tweets in Chinese Language using XLNet0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach0
Classification of glomerular hypercellularity using convolutional features and support vector machine0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks0
Classification of optics-free images with deep neural networks0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks0
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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