SOTAVerified

Binary Classification

Papers

Showing 931940 of 2574 papers

TitleStatusHype
Forecasting Particle Accelerator Interruptions Using Logistic LASSO Regression0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets0
Positive Unlabeled Learning Selected Not At Random (PULSNAR): class proportion estimation when the SCAR assumption does not holdCode0
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single ModelsCode0
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection0
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging0
Transformer Models for Acute Brain Dysfunction Prediction0
A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers0
VMCDL: Vulnerability Mining Based on Cascaded Deep Learning Under Source Control Flow0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data0
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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