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Binary Classification

Papers

Showing 23512360 of 2574 papers

TitleStatusHype
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities0
Convergence of Uncertainty Sampling for Active Learning0
Convergence Properties of Deep Neural Networks on Separable Data0
Convergence Rates for Empirical Estimation of Binary Classification Bounds0
Convergence Rates of Active Learning for Maximum Likelihood Estimation0
Convergence rates of sub-sampled Newton methods0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy0
Convex Fairness Constrained Model Using Causal Effect Estimators0
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach0
Convolutional Neural Networks for Epileptic Seizure Prediction0
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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