SOTAVerified

Binary Classification

Papers

Showing 14911500 of 2574 papers

TitleStatusHype
Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator0
A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers0
Apple Tasting: Combinatorial Dimensions and Minimax Rates0
Revolutionizing Wildfire Detection with Convolutional Neural Networks: A VGG16 Model Approach0
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images0
Risk-Averse Classification0
Risk bounds for PU learning under Selected At Random assumption0
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm0
RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data0
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem0
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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