SOTAVerified

Binary Classification

Papers

Showing 18611870 of 2574 papers

TitleStatusHype
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making0
Minimax Lower Bounds for Cost Sensitive Classification0
Minimax Lower Bounds for Realizable Transductive Classification0
Minimum Excess Risk in Bayesian Learning0
Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification0
Mining Program Properties From Neural Networks Trained on Source Code Embeddings0
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning0
Misogyny and Aggressiveness Tend to Come Together and Together We Address Them0
Mitigating Nonlinear Algorithmic Bias in Binary Classification0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease0
Show:102550
← PrevPage 187 of 258Next →

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