SOTAVerified

Binary Classification

Papers

Showing 951960 of 2574 papers

TitleStatusHype
Estimating Learnability in the Sublinear Data Regime0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes0
Adding One Neuron Can Eliminate All Bad Local Minima0
A Circuit Complexity Formulation of Algorithmic Information Theory0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image0
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images0
Developing a Dataset of Overridden Information in Wikipedia0
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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