SOTAVerified

Binary Classification

Papers

Showing 20312040 of 2574 papers

TitleStatusHype
Cluster-based classification with neural ODEs via control0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models0
Optimizing Average Precision using Weakly Supervised Data0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification0
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging0
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach0
Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information0
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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