SOTAVerified

Binary Classification

Papers

Showing 11111120 of 2574 papers

TitleStatusHype
Content Rating Classification for Fan Fiction0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media0
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
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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