SOTAVerified

Binary Classification

Papers

Showing 11111120 of 2574 papers

TitleStatusHype
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping0
Functional Frank-Wolfe Boosting for General Loss Functions0
Fundamental Bounds on Online Strategic Classification0
Fundamental Laws of Binary Classification0
Fundamental Limits of Transfer Learning in Binary Classifications0
Fundamental Tradeoffs in Distributionally Adversarial Training0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
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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