SOTAVerified

Binary Classification

Papers

Showing 281290 of 2574 papers

TitleStatusHype
A new analytical approach to consistency and overfitting in regularized empirical risk minimization0
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints0
An Entropic Metric for Measuring Calibration of Machine Learning Models0
An ensemble learning framework based on group decision making0
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks0
An Energy-Based Framework for Arbitrary Label Noise Correction0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic0
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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