SOTAVerified

Binary Classification

Papers

Showing 10511060 of 2574 papers

TitleStatusHype
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation0
Stochastic Differentially Private and Fair LearningCode0
Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator0
Systematic Evaluation of Predictive FairnessCode0
Explaining machine learning models for age classification in human gait analysis0
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy0
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of FeasibilityCode0
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithmsCode0
Automated dysgraphia detection by deep learning with SensoGrip0
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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