SOTAVerified

Binary Classification

Papers

Showing 481490 of 2574 papers

TitleStatusHype
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions0
Boosting the kernelized shapelets: Theory and algorithms for local features0
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity0
Boosting with Abstention0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning0
A Methodology for Player Modeling based on Machine Learning0
Brain Tumor Radiogenomic Classification0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks0
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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