SOTAVerified

Binary Classification

Papers

Showing 22312240 of 2574 papers

TitleStatusHype
Gradient Adversarial Training of Neural Networks0
Real-time Prediction of Segmentation Quality0
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
Non-Negative Networks Against Adversarial AttacksCode0
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data0
Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors0
Partial AUC Maximization via Nonlinear Scoring Functions0
When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?0
Logistic Ensemble Models0
Performance Metric Elicitation from Pairwise Classifier Comparisons0
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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