Shape Inpainting on MNIST contours (test)
0.42RMSESGT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SGTNumber of EFD coefficients=82026.01 | 0.42 | 0.038 | 0.212 | |
| SGTNumber of EFD coefficients=62026.01 | 0.45 | 0.037 | 0.236 | |
| Conditional DiffusionNumber of EFD coefficients=62026.01 | 0.46 | 0.037 | 0.244 | |
| Conditional DiffusionNumber of EFD coefficients=82026.01 | 0.5 | 0.035 | 0.265 | |
| SGTNumber of EFD coefficients=42026.01 | 0.63 | 0.036 | 0.366 | |
| FunDPSNumber of EFD coefficients=82026.01 | 0.64 | 0.055 | 0.332 | |
| Conditional DiffusionNumber of EFD coefficients=42026.01 | 0.72 | 0.033 | 0.43 | |
| FunDPSNumber of EFD coefficients=62026.01 | 0.79 | 0.065 | 0.421 | |
| Conditional DiffusionNumber of EFD coefficients=22026.01 | 1.6 | 0.032 | 0.982 | |
| SGTNumber of EFD coefficients=22026.01 | 1.6 | 0.031 | 0.926 | |
| FunDPSNumber of EFD coefficients=42026.01 | 1.8 | 0.135 | 0.997 | |
| FunDPSNumber of EFD coefficients=22026.01 | 2.4 | 0.127 | 1.367 |