SOTAVerified

Binary Classification

Papers

Showing 181190 of 2574 papers

TitleStatusHype
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes0
PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography0
Large Language Models For Text Classification: Case Study And Comprehensive Review0
Linearly Convergent Mixup Learning0
Early prediction of the transferability of bovine embryos from videomicroscopy0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models0
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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