Handwriting generation on IAM (test)
10.2FIDOurs
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursReference=One-shot2026.03 | 10.2 | — | 0.74 | 22 | 69.43 | |
| HiGAN+Reference=One-shot2026.03 | 13.9 | — | 0.89 | 56 | 55.2 | |
| One-DMReference=One-shot2026.03 | 15.97 | — | 1.05 | 36 | 4.5 | |
| VATrReference=Few-shot2026.03 | 16.3 | — | 1.13 | 51 | 49.81 | |
| HiGANEvaluation protocol=Writer-irrelevant, Synthesis=Arbitrary-length text2022.04 | 17.28 | — | — | — | — | |
| VATr2023.03 | 17.79 | 0.0168 | — | — | — | |
| DiffusionPenReference=Few-shot2026.03 | 18.94 | — | 1.04 | 23 | 38.86 | |
| CG-GANEvaluation protocol=Writer-irrelevant, Shot setting=1-shot2022.04 | 19.03 | — | — | — | — | |
| HWTEvaluation protocol=Writer-irrelevant, Synthesis=Arbitrary-length text2022.04 | 19.4 | — | — | — | — | |
| HWT2023.03 | 19.4 | 0.0101 | — | — | — | |
| HWTReference=Few-shot2026.03 | 19.82 | — | 1.23 | 62 | 9.08 | |
| TS-GAN2023.03 | 20.65 | 0.0488 | — | — | — | |
| ScrabbleGAN2023.03 | 20.72 | 0.0256 | — | — | — | |
| ScrabbleGANEvaluation protocol=Writer-irrelevant, Style imitation=Cannot imitate referenced styles (random only)2022.04 | 23.78 | — | — | — | — | |
| HIGAN2023.03 | 24.9 | 0.0319 | — | — | — | |
| HiGANReference=One-shot2026.03 | 27.13 | — | 1.55 | 55 | 29.79 |