Handwritten Text Generation on IAM word-level
15.54FIDDiffPen
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DiffPenTraining Data=IAM2025.03 | 15.54 | 6.06 | 11.55 | 6 | 1.78 | — | — | |
| DiffPen2025.03 | 15.54 | 6.06 | 11.55 | 6 | 1.78 | 3.93 | 0.53 | |
| One-DMTraining Data=IAM2025.03 | 27.54 | 10.73 | 21.39 | 10 | 2.28 | — | — | |
| One-DM2025.03 | 27.54 | 10.73 | 21.39 | 10 | 2.28 | 6.72 | 0 | |
| HWTTraining Data=IAM2025.03 | 27.83 | 15.09 | 19.64 | 15 | 2.01 | — | — | |
| HWT2025.03 | 27.83 | 15.09 | 19.64 | 15 | 2.01 | 11.95 | 0.06 | |
| VATrTraining Data=IAM2025.03 | 30.26 | 15.81 | 22.31 | 0 | 2.19 | — | — | |
| VATr2025.03 | 30.26 | 15.81 | 22.31 | 0 | 2.19 | 13.37 | 0.56 | |
| VATr++Training Data=IAM2025.03 | 31.91 | 17.15 | 23.05 | 7 | 2.54 | — | — | |
| VATr++2025.03 | 31.91 | 17.15 | 23.05 | 7 | 2.54 | 15.2 | 0.55 | |
| HiGAN+Training Data=IAM2025.03 | 50.19 | 21.92 | 43.39 | 20 | 3.12 | — | — | |
| HIGAN+2025.03 | 50.19 | 21.92 | 43.39 | 20 | 3.12 | 14.21 | 0.17 | |
| EmuruTraining Data=Synthetic, Zero-shot=true2025.03 | 63.61 | 37.73 | 62.34 | 19 | 3.03 | — | — | |
| Emuru2025.03 | 63.61 | 37.73 | 62.34 | 19 | 3.03 | 37.22 | 0.16 | |
| TS-GANTraining Data=IAM2025.03 | 129.57 | 86.45 | 141.08 | 28 | 4.22 | — | — | |
| TS-GAN2025.03 | 129.57 | 86.45 | 141.08 | 28 | 4.22 | 92.48 | 1.15 |