SOTAVerified

Binary Classification

Papers

Showing 111120 of 2574 papers

TitleStatusHype
How EEG preprocessing shapes decoding performanceCode1
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative ModelsCode1
Interactive Classification Metrics: A graphical application to build robust intuition for classification model evaluationCode1
Interactive Segmentation as Gaussian Process ClassificationCode1
Iris Presentation Attack Detection Based on Photometric Stereo FeaturesCode1
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias AssessmentsCode1
Label Encoding for Regression NetworksCode1
Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detectionCode1
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural NetworksCode1
AttributionBench: How Hard is Automatic Attribution Evaluation?Code1
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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