Image Interpolation on MorphBench (A)
0.38PPLOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours2025.10 | 0.38 | 0.021 | 27.44 | 0.177 | |
| OursBackbone=Stable Diffusion v2.0-base2025.10 | 0.382 | 0.02 | 28.99 | 183 | |
| GeoDiffBackbone=Stable Diffusion v2.0-base2025.10 | 0.389 | 0.023 | 29.06 | 211 | |
| GeoDiff2025.10 | 0.402 | 0.024 | 28.7 | 0.188 | |
| SLERPBackbone=Stable Diffusion v2.0-base2025.10 | 0.642 | 0.03 | 63.44 | 404 | |
| SLERP2025.10 | 0.644 | 0.03 | 62.81 | 0.401 | |
| LERP2025.10 | 0.848 | 0.055 | 84.2 | 0.401 | |
| LERPBackbone=Stable Diffusion v2.0-base2025.10 | 0.876 | 0.056 | 85.31 | 404 | |
| NoiseDiffBackbone=Stable Diffusion v2.0-base2025.10 | 1.832 | 0.078 | 105.45 | 7,792 | |
| NAOBackbone=Stable Diffusion v2.0-base2025.10 | 2.84 | 0.159 | 130.46 | 39,391 | |
| NAO2025.10 | 2.868 | 0.163 | 130.54 | 39.244 | |
| FIM-based2025.10 | 3.358 | 0.142 | 92.09 | 0.401 | |
| FIM-basedBackbone=Stable Diffusion v2.0-base2025.10 | 3.365 | 0.145 | 93.1 | 404 | |
| NoiseDiff2025.10 | 3.618 | 0.064 | 119.47 | 15.096 |