SOTAVerified

Binary Classification

Papers

Showing 14811490 of 2574 papers

TitleStatusHype
Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint DetectionCode0
What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification0
Sentiment analysis for Urdu online reviews using deep learning modelsCode0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold0
Self-training Converts Weak Learners to Strong Learners in Mixture Models0
Alternative Microfoundations for Strategic Classification0
Detection of Deepfake Videos Using Long Distance Attention0
A Turing Test for Transparency0
Corruption Robust Active Learning0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation0
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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