SOTAVerified

Binary Classification

Papers

Showing 20212030 of 2574 papers

TitleStatusHype
Analytic Study of Double Descent in Binary Classification: The Impact of Loss0
An Analysis of Active Learning With Uniform Feature Noise0
An Analysis of Loss Functions for Binary Classification and Regression0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels0
An Approach to Reducing Annotation Costs for BioNLP0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges0
Anatomical Pattern Analysis for decoding visual stimuli in human brains0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework0
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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