SOTAVerified

Binary Classification

Papers

Showing 471480 of 2574 papers

TitleStatusHype
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation0
Detection of Human and Machine-Authored Fake News in UrduCode0
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection0
Binary Classification: Is Boosting stronger than Bagging?0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis0
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification0
PESFormer: Boosting Macro- and Micro-expression Spotting with Direct Timestamp Encoding0
Low-Rank Tensor Learning by Generalized Nonconvex Regularization0
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds0
Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness0
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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