SOTAVerified

Binary Classification

Papers

Showing 591600 of 2574 papers

TitleStatusHype
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning0
Common Sense Reasoning for Deepfake DetectionCode3
Data organization limits the predictability of binary classification0
GuReT: Distinguishing Guilt and Regret related Text0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning0
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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