SOTAVerified

Binary Classification

Papers

Showing 21512160 of 2574 papers

TitleStatusHype
Automated Imbalanced Classification via Layered Learning0
Automated interpretation of congenital heart disease from multi-view echocardiograms0
An ADMM Based Framework for AutoML Pipeline Configuration0
Automated Mammogram Analysis with a Deep Learning Pipeline0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep 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