SOTAVerified

Binary Classification

Papers

Showing 19811990 of 2574 papers

TitleStatusHype
AI-Powered Intracranial Hemorrhage Detection: A Co-Scale Convolutional Attention Model with Uncertainty-Based Fuzzy Integral Operator and Feature Screening0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages0
ALEVS: Active Learning by Statistical Leverage Sampling0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms0
Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score0
A Link between Coding Theory and Cross-Validation with Applications0
A Little Confidence Goes a Long Way0
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning0
A logical alarm for misaligned binary classifiers0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss0
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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