Image Interpolation on AF
0.761Perplexity (PPL)Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursBackbone=Stable Diffusion v2.0-base2025.10 | 0.761 | 0.023 | 21.16 | 1,961 | |
| Ours2025.10 | 0.767 | 0.023 | 21.01 | 1.962 | |
| GeoDiffBackbone=Stable Diffusion v2.0-base2025.10 | 0.816 | 0.026 | 27.1 | 2,005 | |
| GeoDiff2025.10 | 0.842 | 0.027 | 25.8 | 1.969 | |
| SLERPBackbone=Stable Diffusion v2.0-base2025.10 | 0.867 | 0.023 | 25.43 | 2,086 | |
| SLERP2025.10 | 0.871 | 0.022 | 26.07 | 2.049 | |
| NoiseDiffBackbone=Stable Diffusion v2.0-base2025.10 | 1.731 | 0.079 | 55.76 | 10,022 | |
| LERP2025.10 | 1.859 | 0.154 | 119.58 | 2.049 | |
| LERPBackbone=Stable Diffusion v2.0-base2025.10 | 1.895 | 0.166 | 127.02 | 2,086 | |
| NAOBackbone=Stable Diffusion v2.0-base2025.10 | 2.077 | 0.333 | 126.38 | 5,736 | |
| NAO2025.10 | 2.443 | 0.173 | 71.47 | 40.178 | |
| NoiseDiff2025.10 | 3.25 | 0.083 | 68.87 | 19.628 | |
| FIM-based2025.10 | 5.249 | 0.196 | 59.11 | 2.049 | |
| FIM-basedBackbone=Stable Diffusion v2.0-base2025.10 | 5.351 | 0.198 | 64.24 | 2,086 |