SOTAVerified

Binary Classification

Papers

Showing 16611670 of 2574 papers

TitleStatusHype
The Double Descent Behavior in Two Layer Neural Network for Binary Classification0
The Dynamics of Learning: A Random Matrix Approach0
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC0
The Financial Document Causality Detection Shared Task (FinCausal 2020)0
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models0
The Geometry of Adversarial Training in Binary Classification0
The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data0
The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks0
The Implicit Bias of Gradient Descent on Separable Multiclass Data0
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate0
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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