SOTAVerified

Binary Classification

Papers

Showing 121130 of 2574 papers

TitleStatusHype
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
LogiCode: an LLM-Driven Framework for Logical Anomaly DetectionCode1
AttributionBench: How Hard is Automatic Attribution Evaluation?Code1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
Masked Discrimination for Self-Supervised Learning on Point CloudsCode1
Masked Relation Learning for DeepFake DetectionCode1
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias AssessmentsCode1
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
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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