SOTAVerified

Binary Classification

Papers

Showing 5160 of 2574 papers

TitleStatusHype
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Clinical Relation Extraction Using Transformer-based ModelsCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring ImagesCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Show:102550
← PrevPage 6 of 258Next →

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