SOTAVerified

Binary Classification

Papers

Showing 311320 of 2574 papers

TitleStatusHype
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks0
Time-optimal neural feedback control of nilpotent systems as a binary classification problem0
Probabilistic Quantum SVM Training on Ising Machine0
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data0
Patch-based learning of adaptive Total Variation parameter maps for blind image denoising0
Scaled Supervision is an Implicit Lipschitz RegularizerCode0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion0
TruthLens:A Training-Free Paradigm for DeepFake Detection0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
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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