SOTAVerified

Binary Classification

Papers

Showing 25012510 of 2574 papers

TitleStatusHype
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty QuantificationCode0
Hybrid Genetic Optimisation for Quantum Feature Map DesignCode0
XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI dataCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Tree-Regularized Tabular EmbeddingsCode0
Predicting Domain Generation Algorithms with Long Short-Term Memory NetworksCode0
Predicting Gender by First Name Using Character-level Machine LearningCode0
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label ClassificationCode0
Self-Supervised Learning for Detecting AI-Generated Faces as AnomaliesCode0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
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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