SOTAVerified

Binary Classification

Papers

Showing 16911700 of 2574 papers

TitleStatusHype
Investigating the detection of Tortured Phrases in Scientific Literature0
Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications0
IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media0
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor0
Is Attention Interpretation? A Quantitative Assessment On Sets0
Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?0
Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?0
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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