SOTAVerified

Binary Classification

Papers

Showing 24412450 of 2574 papers

TitleStatusHype
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single ModelsCode0
Scaled Supervision is an Implicit Lipschitz RegularizerCode0
Transfer learning method in the problem of binary classification of chest X-raysCode0
Bayesian Approximate Kernel Regression with Variable SelectionCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Hadamard Matrix Guided Online HashingCode0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
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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