Unconditional Single-Image Generation on 186x248 single image
0.015SIFIDGPDM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPDM2026.06 | 0.015 | 7.99 | 4.21 | 49.72 | 0.1 | 0.31 | |
| GPNN2026.06 | 0.06 | 9.78 | 4.69 | 56.6 | 0.08 | 0.29 | |
| SinGAN2026.06 | 0.13 | 7.95 | 4.32 | 48.26 | 0.09 | 0.27 | |
| Efficient-SIDT=40, η=12026.06 | 0.21 | 8.18 | 4.47 | 55.81 | 0.13 | 0.39 | |
| Efficient-SIDT=10, η=02026.06 | 0.29 | 8.08 | 4.53 | 55.41 | 0.15 | 0.49 | |
| SinDiffusion2026.06 | 0.31 | 6.96 | 4.19 | 49.31 | 0.11 | 0.41 | |
| Efficient-SIDT=10, η=0, k=52026.06 | 0.38 | 8.1 | 4.52 | 55.13 | 0.15 | 0.5 | |
| SinDDM2026.06 | 0.48 | 7.69 | 4.3 | 50.74 | 0.1 | 0.36 | |
| SinFusion2026.06 | 0.51 | 10.17 | 4.75 | 51.38 | 0.11 | 0.38 |