Image Reconstruction on COCO (val)
0.0153MSELDM AE
Evaluation Results
| Method | Links | |
|---|---|---|
| LDM AESteps=50, Guidance strength=Full-strength2022.11 | 0.0153 | |
| LDM AESteps=200, Guidance strength=Full-strength2022.11 | 0.0153 | |
| LDM AESteps=1000, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Unconditional (UC), Steps=50, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Unconditional (UC), Steps=200, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Unconditional (UC), Steps=1000, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Conditional (C), Steps=50, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Conditional (C), Steps=200, Guidance strength=Full-strength2022.11 | 0.0153 | |
| EDICTConditioning=Conditional (C), Steps=1000, Guidance strength=Full-strength2022.11 | 0.0153 | |
| DDIMConditioning=Unconditional (UC), Steps=1000, Guidance strength=Full-strength2022.11 | 0.019 | |
| DDIMConditioning=Unconditional (UC), Steps=200, Guidance strength=Full-strength2022.11 | 0.0234 | |
| DDIMConditioning=Unconditional (UC), Steps=50, Guidance strength=Full-strength2022.11 | 0.0301 | |
| DDIMConditioning=Conditional (C), Steps=50, Guidance strength=Full-strength2022.11 | 0.4182 | |
| DDIMConditioning=Conditional (C), Steps=200, Guidance strength=Full-strength2022.11 | 0.4969 | |
| DDIMConditioning=Conditional (C), Steps=1000, Guidance strength=Full-strength2022.11 | 0.5093 |