SOTAVerified

Binary Classification

Papers

Showing 11711180 of 2574 papers

TitleStatusHype
Data Augmentation via Diffusion Model to Enhance AI Fairness0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification0
Accurate Streaming Support Vector Machines0
3D Interest Point Detection via Discriminative Learning0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification0
A U-statistic estimator for the variance of resampling-based error estimators0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing0
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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