SOTAVerified

Binary Classification

Papers

Showing 11511160 of 2574 papers

TitleStatusHype
Adaptive calibration for binary classification0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models0
Dealing with Imbalanced Classes in Bot-IoT Dataset0
Automated Discovery of Mathematical Definitions in Text0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances0
DEAL: Disentangling Transformer Head Activations for LLM Steering0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios0
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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