SOTAVerified

Binary Classification

Papers

Showing 12011210 of 2574 papers

TitleStatusHype
Feature subset selection for kernel SVM classification via mixed-integer optimization0
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power0
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking TestbedCode1
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric ClassificationCode0
Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification0
An Adaptive Contrastive Learning Model for Spike Sorting0
Soft-SVM Regression For Binary Classification0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities0
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring0
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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