SOTAVerified

Binary Classification

Papers

Showing 12511260 of 2574 papers

TitleStatusHype
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach0
Convex Fairness Constrained Model Using Causal Effect Estimators0
A temporal model for multiple sclerosis course evolution0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy0
Convergence rates of sub-sampled Newton methods0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis0
Convergence Rates of Active Learning for Maximum Likelihood Estimation0
Convergence Rates for Empirical Estimation of Binary Classification Bounds0
Asymptotic Behavior of Adversarial Training in Binary Classification0
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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