SOTAVerified

Binary Classification

Papers

Showing 24312440 of 2574 papers

TitleStatusHype
Deep Learning for Social Media Health Text Classification0
Deep learning hierarchical representations for image steganalysis0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions0
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring0
Deep multi-class learning from label proportions0
Deep Networks and the Multiple Manifold Problem0
Deep Networks Provably Classify Data on Curves0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model0
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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