SOTAVerified

Binary Classification

Papers

Showing 551560 of 2574 papers

TitleStatusHype
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data0
A study on the role of subsidiary information in replay attack spoofing detection0
A Little Confidence Goes a Long Way0
A study on cost behaviors of binary classification measures in class-imbalanced problems0
A Link between Coding Theory and Cross-Validation with Applications0
Active Model Aggregation via Stochastic Mirror Descent0
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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