Image Reconstruction on PIE-Bench base model v1.4 (test)
2.95Structure DistanceDirect Inversion
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Direct InversionGPU=RTX3090, Steps=50, Base Model=Stable Diffusion v1.42023.10 | 2.95 | 30.57 | 31.41 | 17.6 | 0.872 | |
| Null-Text InversionGPU=A800 and RTX3090 (averaged), Steps=50, Base Model=Stable Diffusion v1.42023.10 | 3.3 | 30.17 | 33.39 | 18.86 | 0.8684 | |
| StyleDiffusionGPU=RTX3090, Steps=50, Base Model=Stable Diffusion v1.42023.10 | 4.35 | 28.88 | 39.45 | 22.63 | 0.8607 | |
| Negative-Prompt InversionGPU=RTX3090, Steps=50, Base Model=Stable Diffusion v1.42023.10 | 8.47 | 27.73 | 57.04 | 30.05 | 0.8459 | |
| DDIMGPU=RTX3090, Steps=50, Base Model=Stable Diffusion v1.42023.10 | 70.23 | 17.76 | 210.84 | 224.43 | 0.7096 |