SOTAVerified

Binary Classification

Papers

Showing 22612270 of 2574 papers

TitleStatusHype
Certified Robustness to Adversarial Label-Flipping Attacks via Randomized Smoothing0
CGEMs: A Metric Model for Automatic Code Generation using GPT-30
Challenge report: Recognizing Families In the Wild Data Challenge0
Challenges in Binary Classification0
Challenges learning from imbalanced data using tree-based models: Prevalence estimates systematically depend on hyperparameters and can be upwardly biased0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models0
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network0
Chinese Grammatical Error Detection Based on BERT Model0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network0
ChOracle: A Unified Statistical Framework for Churn Prediction0
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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