SOTAVerified

Binary Classification

Papers

Showing 241250 of 2574 papers

TitleStatusHype
Anomaly Detection using Capsule Networks for High-dimensional Datasets0
Adverse Drug Reaction Classification With Deep Neural Networks0
Adversarial examples from computational constraints0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework0
A Note on Posterior Probability Estimation for Classifiers0
A Notion of Uniqueness for the Adversarial Bayes Classifier0
An "outside the box" solution for imbalanced data classification0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators0
An Experimental Evaluation on Deepfake Detection using Deep Face 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