SOTAVerified

Binary Classification

Papers

Showing 11011110 of 2574 papers

TitleStatusHype
Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models0
Forensic Analysis of Synthetically Generated Western Blot Images0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach0
Classification of glomerular hypercellularity using convolutional features and support vector machine0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation0
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images0
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