SOTAVerified

Binary Classification

Papers

Showing 391400 of 2574 papers

TitleStatusHype
Accurate Streaming Support Vector Machines0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning0
Bad and good errors: value-weighted skill scores in deep ensemble learning0
Balanced off-policy evaluation in general action spaces0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels0
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields0
An Approach to Reducing Annotation Costs for BioNLP0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
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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