SOTAVerified

Binary Classification

Papers

Showing 541550 of 2574 papers

TitleStatusHype
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models0
A termination criterion for stochastic gradient descent for binary classification0
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
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis0
Asymptotic Behavior of Adversarial Training in Binary Classification0
A logical alarm for misaligned binary classifiers0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding0
A Symmetric Loss Perspective of Reliable Machine Learning0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees0
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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