Image Synthesis on OCTMNIST
39.5FIDPE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PEPublic Model=Prompt2med, epsilon=102026.05 | 39.5 | 39.1 | |
| Aug-PEPublic Model=Prompt2med, epsilon=102026.05 | 48.2 | 36.8 | |
| DP-SAPFPublic Model=SD-v1-5, epsilon=102026.05 | 77.9 | 46.2 | |
| DP-SAPFPublic Model=SD-2-1-base, epsilon=102026.05 | 80 | 42.9 | |
| Aug-PEPublic Model=Prompt2med, epsilon=12026.05 | 81.5 | 36 | |
| DP-SAPFPublic Model=Realistic-v6, epsilon=102026.05 | 81.7 | 38.5 | |
| PEPublic Model=Prompt2med, epsilon=12026.05 | 84.4 | 36.3 | |
| DP-SAPFPublic Model=SD-v1-5, epsilon=12026.05 | 85.4 | 44.6 | |
| DP-SAPFPublic Model=SD-2-1-base, epsilon=12026.05 | 89.3 | 41.4 | |
| Aug-PEPublic Model=SD-v1-5, epsilon=102026.05 | 92.1 | 30.2 | |
| DP-SAPFPublic Model=Prompt2med, epsilon=102026.05 | 99.1 | 43.4 | |
| PEPublic Model=SD-v1-5, epsilon=102026.05 | 104.2 | 26.1 | |
| DP-SAPFPublic Model=Prompt2med, epsilon=12026.05 | 108.1 | 42.4 | |
| Aug-PEPublic Model=SD-2-1-base, epsilon=102026.05 | 110.3 | 28.1 | |
| PEPublic Model=SD-2-1-base, epsilon=102026.05 | 112.1 | 27.4 | |
| Aug-PEPublic Model=Realistic-v6, epsilon=102026.05 | 132 | 26.4 | |
| Aug-PEPublic Model=SD-2-1-base, epsilon=12026.05 | 132.4 | 26 | |
| PEPublic Model=SD-v1-5, epsilon=12026.05 | 132.5 | 27.1 | |
| PEPublic Model=Realistic-v6, epsilon=102026.05 | 133.5 | 26.6 | |
| PEPublic Model=SD-2-1-base, epsilon=12026.05 | 135.6 | 25.3 | |
| Aug-PEPublic Model=SD-v1-5, epsilon=12026.05 | 143.2 | 28.4 | |
| DP-SAPFPublic Model=Realistic-v6, epsilon=12026.05 | 161 | 25 | |
| PEPublic Model=Realistic-v6, epsilon=12026.05 | 164.9 | 25 | |
| Aug-PEPublic Model=Realistic-v6, epsilon=12026.05 | 177.3 | 25 | |
| DP-LDMPublic Model=Prompt2med, epsilon=102026.05 | 197.4 | 26.2 | |
| DP-FinetunePublic Model=Prompt2med, epsilon=102026.05 | 203.9 | 27.5 | |
| DP-LDMPublic Model=Realistic-v6, epsilon=12026.05 | 234.1 | 26.3 | |
| DP-LoRAPublic Model=Prompt2med, epsilon=102026.05 | 243.7 | 25 | |
| DP-FinetunePublic Model=Prompt2med, epsilon=12026.05 | 255.5 | 25.4 | |
| DP-LoRAPublic Model=Realistic-v6, epsilon=102026.05 | 267.4 | 27.3 | |
| DP-LDMPublic Model=Prompt2med, epsilon=12026.05 | 277.3 | 25 | |
| DP-LoRAPublic Model=Prompt2med, epsilon=12026.05 | 282.2 | 25 | |
| DP-FinetunePublic Model=SD-2-1-base, epsilon=102026.05 | 298.1 | 26.3 | |
| DP-LoRAPublic Model=Realistic-v6, epsilon=12026.05 | 300.8 | 25 | |
| DP-LDMPublic Model=Realistic-v6, epsilon=102026.05 | 302.8 | 25 | |
| DP-LDMPublic Model=SD-2-1-base, epsilon=12026.05 | 304.5 | 25 | |
| DP-FinetunePublic Model=Realistic-v6, epsilon=102026.05 | 307.2 | 25 | |
| DP-LDMPublic Model=SD-2-1-base, epsilon=102026.05 | 317.9 | 26.3 | |
| DP-LoRAPublic Model=SD-v1-5, epsilon=12026.05 | 320.3 | 25 | |
| DP-FinetunePublic Model=Realistic-v6, epsilon=12026.05 | 326.4 | 25 | |
| DP-LoRAPublic Model=SD-2-1-base, epsilon=102026.05 | 333.5 | 25 | |
| DP-FinetunePublic Model=SD-v1-5, epsilon=102026.05 | 345.2 | 30.9 | |
| DP-LoRAPublic Model=SD-v1-5, epsilon=102026.05 | 347 | 25 | |
| DP-LDMPublic Model=SD-v1-5, epsilon=102026.05 | 347.8 | 25 | |
| DP-LoRAPublic Model=SD-2-1-base, epsilon=12026.05 | 377.3 | 25 | |
| DP-FinetunePublic Model=SD-2-1-base, epsilon=12026.05 | 394.2 | 25 | |
| DP-FinetunePublic Model=SD-v1-5, epsilon=12026.05 | 397.8 | 31.9 | |
| DP-LDMPublic Model=SD-v1-5, epsilon=12026.05 | 398.2 | 25 |