SOTAVerified

Binary Classification

Papers

Showing 10011010 of 2574 papers

TitleStatusHype
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring ImagesCode1
Interpretable ML for Imbalanced DataCode0
Improving group robustness under noisy labels using predictive uncertainty0
Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification0
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial DetectionCode0
MaNLP@SMM4H22: BERT for Classification of Twitter Posts0
Deep learning approach for interruption attacks detection in LEO satellite networks0
Differentially-Private Bayes Consistency0
Metric Elicitation; Moving from Theory to Practice0
Leveraging Structure for Improved Classification of Grouped Biased DataCode0
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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