SOTAVerified

Binary Classification

Papers

Showing 24212430 of 2574 papers

TitleStatusHype
Deep Learning Based Analysis of Prostate Cancer from MP-MRI0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes0
Deep Learning Based Face Recognition Method using Siamese Network0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology0
Deep-Learning-based Vulnerability Detection in Binary Executables0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture0
Deep Learning for scalp High Frequency Oscillations Identification0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction0
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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