SOTAVerified

Binary Classification

Papers

Showing 241250 of 2574 papers

TitleStatusHype
Detecting Financial Bots on the Ethereum BlockchainCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
An Optimization Approach to Learning Falling Rule ListsCode0
Discriminative Active LearningCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
A CNN adapted to time series for the classification of SupernovaeCode0
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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