SOTAVerified

Binary Classification

Papers

Showing 19411950 of 2574 papers

TitleStatusHype
Classification under local differential privacy0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images0
Robust Deep Graph Based Learning for Binary Classification0
Adversarial Risk via Optimal Transport and Optimal Couplings0
15 Keypoints Is All You Need0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning0
Capacity of the covariance perceptron0
Multiclass Performance Metric Elicitation0
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibrationCode0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays0
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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