SOTAVerified

Binary Classification

Papers

Showing 24712480 of 2574 papers

TitleStatusHype
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing0
Developing a Dataset of Overridden Information in Wikipedia0
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network0
Differentially-Private Bayes Consistency0
Differentially Private Nonparametric Regression Under a Growth Condition0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection0
Diffusion Methods for Classification with Pairwise Relationships0
Diffusion models applied to skin and oral cancer classification0
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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