SOTAVerified

Binary Classification

Papers

Showing 371380 of 2574 papers

TitleStatusHype
Cautious Calibration in Binary ClassificationCode0
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
SCREENER: A general framework for task-specific experiment design in quantitative MRI0
Probabilistic Scores of Classifiers, Calibration is not EnoughCode0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment0
Explaining a probabilistic prediction on the simplex with Shapley compositions0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees0
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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