SOTAVerified

Binary Classification

Papers

Showing 411420 of 2574 papers

TitleStatusHype
Binary Classifier Calibration: Bayesian Non-Parametric Approach0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
Benchmarking unsupervised near-duplicate image detection0
A U-statistic estimator for the variance of resampling-based error estimators0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization0
A Universal Growth Rate for Learning with Smooth Surrogate Losses0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation0
BERT-based Acronym Disambiguation with Multiple Training Strategies0
A Minimax Probability Machine for Non-Decomposable Performance Measures0
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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