SOTAVerified

Binary Classification

Papers

Showing 21712180 of 2574 papers

TitleStatusHype
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language ModelsCode0
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibrationCode0
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approachCode0
Solving the enigma: Deriving optimal explanations of deep networksCode0
Classifier Calibration: with application to threat scores in cybersecurityCode0
The AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of AircraftCode0
Embedding Uncertain Knowledge GraphsCode0
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Show:102550
← PrevPage 218 of 258Next →

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