SOTAVerified

Binary Classification

Papers

Showing 24412450 of 2574 papers

TitleStatusHype
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Predtron: A Family of Online Algorithms for General Prediction Problems0
Convergence rates of sub-sampled Newton methods0
Fast Classification Rates for High-dimensional Gaussian Generative Models0
Exploring Correlation between Labels to improve Multi-Label Classification0
Learning visual groups from co-occurrences in space and timeCode0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques0
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection0
Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases0
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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