SOTAVerified

Binary Classification

Papers

Showing 21712180 of 2574 papers

TitleStatusHype
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product0
Super-pixel cloud detection using Hierarchical Fusion CNN0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 20180
Improved Generalization Bounds for Adversarially Robust Learning0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation0
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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