SOTAVerified

Binary Classification

Papers

Showing 24012410 of 2574 papers

TitleStatusHype
Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions0
Image Aesthetic Assessment: An Experimental Survey0
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective0
Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility0
Sampling Generative NetworksCode1
Earthquake magnitude prediction in Hindukush region using machine learning techniques0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems0
The Landscape of Empirical Risk for Non-convex Losses0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
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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