SOTAVerified

Binary Classification

Papers

Showing 14111420 of 2574 papers

TitleStatusHype
Predtron: A Family of Online Algorithms for General Prediction Problems0
Preference-based performance measures for Time-Domain Global Similarity method0
Two-stage LLM Fine-tuning with Less Specialization and More Generalization0
Pre-Trained Language Transformers are Universal Image Classifiers0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits0
Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems0
Price Suggestion for Online Second-hand Items with Texts and Images0
Algorithmic Insurance0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning0
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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