SOTAVerified

Binary Classification

Papers

Showing 13911400 of 2574 papers

TitleStatusHype
Pre-Trained Language Transformers are Universal Image Classifiers0
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification0
Why Did You Not Compare With That? Identifying Papers for Use as BaselinesCode0
Long Short-Term Memory Neural Network for Financial Time Series0
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks0
Risk bounds for PU learning under Selected At Random assumption0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning0
Blackbox Post-Processing for Multiclass FairnessCode0
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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