SOTAVerified

Binary Classification

Papers

Showing 14611470 of 2574 papers

TitleStatusHype
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?0
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples0
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion0
Real-Time Moving Flock Detection in Pedestrian Trajectories Using Sequential Deep Learning Models0
Real-time Prediction of Segmentation Quality0
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines0
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques0
Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks0
Reconstructing Training Data from Multiclass Neural Networks0
Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis0
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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