SOTAVerified

Binary Classification

Papers

Showing 211220 of 2574 papers

TitleStatusHype
DIALOG-22 RuATD Generated Text DetectionCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Differentially Private Fair Binary ClassificationsCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
A benchmark of categorical encoders for binary classificationCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
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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