SOTAVerified

Binary Classification

Papers

Showing 15211530 of 2574 papers

TitleStatusHype
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
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
FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification0
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
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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