SOTAVerified

Binary Classification

Papers

Showing 16211630 of 2574 papers

TitleStatusHype
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices0
Classifier Calibration: with application to threat scores in cybersecurityCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Fast rates in structured prediction0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators0
A Petri Dish for Histopathology Image Analysis0
Malware Detection Using Frequency Domain-Based Image Visualization and Deep LearningCode1
Gigapixel Histopathological Image Analysis using Attention-based Neural NetworksCode1
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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