SOTAVerified

Binary Classification

Papers

Showing 161170 of 2574 papers

TitleStatusHype
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction0
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams0
Efficient Optimal PAC Learning0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata0
Geometric Framework for Cell Oversegmentation0
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN0
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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