SOTAVerified

Binary Classification

Papers

Showing 18211830 of 2574 papers

TitleStatusHype
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts0
M3H: Multimodal Multitask Machine Learning for Healthcare0
Machine Fault Classification using Hamiltonian Neural Networks0
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data0
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone0
Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization0
Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers0
Machine Learning in Industrial Quality Control of Glass Bottle Prints0
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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