Regression on Boston (MSE, percentage increase, SYN.)
11.789MSEDATE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DATEMethod Category=Our Method2025.12 | 11.789 | 47.07 | 16 | |
| DATE-IMethod Category=Our Method2025.12 | 20.785 | 6.68 | 10 | |
| EPIC-IMethod Category=Prompt-based2025.12 | 20.99 | 5.76 | 482 | |
| CLLMMethod Category=Prompt-based2025.12 | 21.5 | 3.47 | 1,000 | |
| EPIC-IIMethod Category=Prompt-based2025.12 | 30.045 | -34.9 | 161 | |
| EPIC-IIIMethod Category=Prompt-based2025.12 | 30.45 | -36.72 | 241 | |
| GReaT-VMethod Category=Fine-tuning based2025.12 | 34.34 | -54.18 | 101 | |
| CTGANMethod Category=GAN-based2025.12 | 59.57 | -167.47 | 2,000 | |
| GReaT-IIIMethod Category=Fine-tuning based2025.12 | 59.68 | -167.96 | 3,475 |