SOTAVerified

Binary Classification

Papers

Showing 18711880 of 2574 papers

TitleStatusHype
15 Keypoints Is All You Need0
Optimized Score Transformation for Consistent Fair Classification0
Active Learning for Binary Classification with Abstention0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans0
Single Class Universum-SVM0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees0
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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