SOTAVerified

Binary Classification

Papers

Showing 18511860 of 2574 papers

TitleStatusHype
When is the majority-vote classifier beneficial?0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study0
When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?0
Who is More Bayesian: Humans or ChatGPT?0
Who will dropout from university? Academic risk prediction based on interpretable machine learning0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training0
Why comparing survival curves between two subgroups may be misleading0
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power0
Xtreme Margin: A Tunable Loss Function for Binary Classification Problems0
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder0
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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