Late-Delivery Risk Prediction on Retail
88.17AUCReal
Evaluation results
| Method | Links | |
|---|---|---|
| RealMethod Category=Real Dataset, Evaluation Protocol=Train-on-Real, Test-on-Real, Downstream Classifier=XGBoost2026.05 | 88.17 | |
| TabKGMethod Category=Ours, Evaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR), Downstream Classifier=XGBoost2026.05 | 71.9 | |
| TabSynMethod Category=Latent Space-based, Evaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR), Downstream Classifier=XGBoost2026.05 | 71.55 | |
| GReaTMethod Category=LLM-based, Evaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR), Downstream Classifier=XGBoost2026.05 | 71.15 | |
| CTGANMethod Category=Latent Space-based, Evaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR), Downstream Classifier=XGBoost2026.05 | 68.91 | |
| TabDDPMMethod Category=Latent Space-based, Evaluation Protocol=Train-on-Synthetic, Test-on-Real (TSTR), Downstream Classifier=XGBoost2026.05 | 49.68 |