SOTAVerified

Binary Classification

Papers

Showing 17811790 of 2574 papers

TitleStatusHype
Understanding the Loss Surface of Neural Networks for Binary Classification0
Underwater object classification using scattering transform of sonar signals0
Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography0
UnibucKernel: A kernel-based learning method for complex word identification0
Unified Binary and Multiclass Margin-Based Classification0
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis0
Unintended Selection: Persistent Qualification Rate Disparities and Interventions0
Unique properties of adversarially trained linear classifiers on Gaussian data0
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation0
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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