SOTAVerified

Binary Classification

Papers

Showing 17311740 of 2574 papers

TitleStatusHype
ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions0
Trade-offs in Data Memorization via Strong Data Processing Inequalities0
Tradeoffs in Streaming Binary Classification under Limited Inspection Resources0
Training A Multi-stage Deep Classifier with Feedback Signals0
Training conformal predictors0
Training ELECTRA Augmented with Multi-word Selection0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?0
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation0
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification0
Training Set Effect on Super Resolution for Automated Target Recognition0
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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