SOTAVerified

Binary Classification

Papers

Showing 501510 of 2574 papers

TitleStatusHype
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens0
Building Decision Forest via Deep Reinforcement Learning0
A method for classification of data with uncertainty using hypothesis testing0
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering0
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence0
On the Variance of Neural Network Training with respect to Test Sets and Distributions0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification0
Calibrating Deep Neural Networks by Pairwise Constraints0
Calibration of Machine Learning Classifiers for Probability of Default Modelling0
Auditing: Active Learning with Outcome-Dependent Query Costs0
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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