SOTAVerified

Binary Classification

Papers

Showing 9911000 of 2574 papers

TitleStatusHype
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation0
Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams0
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers0
Explaining machine learning models for age classification in human gait analysis0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges0
Adaptive transfer learning0
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model0
Detection of Deepfake Videos Using Long Distance Attention0
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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