SOTAVerified

Binary Classification

Papers

Showing 811820 of 2574 papers

TitleStatusHype
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector MachinesCode0
Low-resource classification of mobility functioning information in clinical sentences using large language models0
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models0
Data-driven optimal stopping: A pure exploration analysis0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images0
Mitigating Nonlinear Algorithmic Bias in Binary Classification0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
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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