SOTAVerified

Binary Classification

Papers

Showing 10711080 of 2574 papers

TitleStatusHype
Optimized Score Transformation for Consistent Fair Classification0
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images0
Deep Probability Estimation0
Automatic Sexism Detection with Multilingual Transformer Models0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation0
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning0
Deep One-Class Hate Speech Detection Model0
Automatic Main Character Recognition for Photographic Studies0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model0
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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