SOTAVerified

Binary Classification

Papers

Showing 601610 of 2574 papers

TitleStatusHype
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare0
Comparison theorems on large-margin learning0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture0
A Hybrid Approach for Binary Classification of Imbalanced Data0
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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