Image Interpolation on MorphBench (M)
0.974PPLOurs
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursBackbone=Stable Diffusion v2.0-base2025.10 | 0.974 | 0.07 | 37.18 | — | 0.21 | |
| Ours2025.10 | 0.977 | 0.073 | 36 | 0.201 | — | |
| GeoDiffBackbone=Stable Diffusion v2.0-base2025.10 | 1.016 | 0.068 | 38.6 | — | 0.29 | |
| GeoDiff2025.10 | 1.021 | 0.073 | 38.12 | 0.272 | — | |
| SLERP2025.10 | 1.065 | 0.055 | 48.99 | 0.397 | — | |
| SLERPBackbone=Stable Diffusion v2.0-base2025.10 | 1.082 | 0.055 | 50.32 | — | 0.403 | |
| LERP2025.10 | 1.787 | 0.128 | 118.9 | 0.397 | — | |
| LERPBackbone=Stable Diffusion v2.0-base2025.10 | 1.82 | 0.135 | 123.83 | — | 0.403 | |
| NoiseDiff2025.10 | 2.011 | 0.085 | 74.03 | 7.835 | — | |
| NoiseDiffBackbone=Stable Diffusion v2.0-base2025.10 | 2.038 | 0.088 | 73.25 | — | 7.819 | |
| NAO2025.10 | 4.299 | 0.164 | 102.64 | 44.302 | — | |
| NAOBackbone=Stable Diffusion v2.0-base2025.10 | 4.315 | 0.16 | 101.06 | — | 45.087 | |
| FIM-based2025.10 | 4.429 | 0.187 | 78.8 | 0.397 | — | |
| FIM-basedBackbone=Stable Diffusion v2.0-base2025.10 | 4.561 | 0.186 | 82.23 | — | 0.403 |