SOTAVerified

Binary Classification

Papers

Showing 23312340 of 2574 papers

TitleStatusHype
Compressing (Multidimensional) Learned Bloom Filters0
Compressor-Based Classification for Atrial Fibrillation Detection0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing0
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification0
CONSENT: Context Sensitive Transformer for Bold Words Classification0
Consistency Analysis for Binary Classification Revisited0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods0
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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