SOTAVerified

Binary Classification

Papers

Showing 401410 of 2574 papers

TitleStatusHype
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
Self-Supervised Learning for Detecting AI-Generated Faces as AnomaliesCode0
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT0
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models0
A New Dataset and Methodology for Malicious URL ClassificationCode0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning0
Leveraging AI for Automatic Classification of PCOS Using Ultrasound ImagingCode0
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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