SOTAVerified

Binary Classification

Papers

Showing 11911200 of 2574 papers

TitleStatusHype
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks0
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization0
Temporal Label Smoothing for Early Event PredictionCode0
Two-stage Fall Events Classification with Human Skeleton Data0
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning0
Audio Deepfake Attribution: An Initial Dataset and Investigation0
Classification Performance Metric Elicitation and its Applications0
FOLD-SE: An Efficient Rule-based Machine Learning Algorithm with Scalable Explainability0
Is Your Model Sensitive? SPeDaC: A New Benchmark for Detecting and Classifying Sensitive Personal Data0
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray ImagesCode0
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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