SOTAVerified

Binary Classification

Papers

Showing 11011110 of 2574 papers

TitleStatusHype
Deep Learning for scalp High Frequency Oscillations Identification0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data0
Deep-Learning-based Vulnerability Detection in Binary Executables0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens0
Deep Learning Based Face Recognition Method using Siamese Network0
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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