Classification on Credit (Error Rate, Percentage Increase, SYN)
24.79Error RateDATE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DATEMethod Category=Our Method2025.12 | 24.79 | 19.77 | 149 | |
| DATE-IMethod Category=Our Method2025.12 | 25.03 | 19 | 28 | |
| EPIC-IIMethod Category=Prompt-based2025.12 | 27.539 | 10.88 | 515 | |
| EPIC-IMethod Category=Prompt-based2025.12 | 28.148 | 8.9 | 1,604 | |
| CLLMMethod Category=Prompt-based2025.12 | 28.298 | 8.42 | 1,000 | |
| GReaT-VMethod Category=Fine-tuning based2025.12 | 30.452 | 1.45 | 1,000 | |
| GReaT-IIIMethod Category=Fine-tuning based2025.12 | 30.96 | -0.19 | 1,000 | |
| CTGANMethod Category=GAN-based2025.12 | 31.11 | -0.68 | 10,000 | |
| EPIC-IIIMethod Category=Prompt-based2025.12 | 34 | -10.03 | 564 |