SOTAVerified

Binary Classification

Papers

Showing 12111220 of 2574 papers

TitleStatusHype
A Turing Test for Transparency0
A MapReduce based distributed SVM algorithm for binary classification0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media0
Cross-Entropy Loss Leads To Poor Margins0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples0
A Tunable Loss Function for Binary Classification0
Critical Review for One-class Classification: recent advances and the reality behind them0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks0
Attribution analysis of legal language as used by LLM0
Show:102550
← PrevPage 122 of 258Next →

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