SOTAVerified

Binary Classification

Papers

Showing 21312140 of 2574 papers

TitleStatusHype
Attribution analysis of legal language as used by LLM0
A Tunable Loss Function for Binary Classification0
A Turing Test for Transparency0
A Turkish Hate Speech Dataset and Detection System0
A two-steps approach to improve the performance of Android malware detectors0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes0
Auditing: Active Learning with Outcome-Dependent Query Costs0
AUL is a better optimization metric in PU learning0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning0
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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