SOTAVerified

Binary Classification

Papers

Showing 19511960 of 2574 papers

TitleStatusHype
Adversarial Examples from Cryptographic Pseudo-Random Generators0
Adversarial Risk via Optimal Transport and Optimal Couplings0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
Adversarial Surrogate Losses for Ordinal Regression0
Adversarial Surrogate Risk Bounds for Binary Classification0
Adverse Drug Reaction Classification With Deep Neural Networks0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework0
A Fair Classifier Using Kernel Density Estimation0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem0
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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