SOTAVerified

Binary Classification

Papers

Showing 22812290 of 2574 papers

TitleStatusHype
Exploring the Performance of Continuous-Time Dynamic Link Prediction AlgorithmsCode0
Leveraging AI for Automatic Classification of PCOS Using Ultrasound ImagingCode0
Optimal Binary Classifier Aggregation for General LossesCode0
Exponentially vanishing sub-optimal local minima in multilayer neural networksCode0
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and PracticeCode0
Leveraging graph neural networks and mobility data for COVID-19 forecastingCode0
Stochastic Differentially Private and Fair LearningCode0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene SynthesisCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
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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