SOTAVerified

Binary Classification

Papers

Showing 431440 of 2574 papers

TitleStatusHype
TREE: Tree Regularization for Efficient Execution0
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data0
Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?0
Retraining with Predicted Hard Labels Provably Increases Model Accuracy0
Probing the Decision Boundaries of In-context Learning in Large Language ModelsCode1
Hyperbolic sentence representations for solving Textual Entailment0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models0
Learning from Natural Language Explanations for Generalizable Entity Matching0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning0
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models0
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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