Inconsistency and intrinsic difficulty for different guidance scales and number of diffusion steps for Stable Diffusion XL Turbo. Classification error rate and obtained with Efficient Net v2.
| Diffusion steps/Guidance | 1 | 2 | 4 | 8 | 12 | 16 | 32 |
|---|---|---|---|---|---|---|---|
| 0 | 13.37% | 13.14% | 6.93% | 2.33% | 1.73% | 1.37% | 1.83% |
| 0.5 | 12.84% | 12.67% | 6.84% | 2.31% | 1.80% | 1.31% | 1.85% |
| 1 | 11.90% | 11.46% | 6.30% | 2.32% | 1.86% | 1.30% | 1.76% |
| 1.5 | 11.61% | 11.25% | 6.02% | 2.40% | 1.87% | 1.29% | 1.85% |
| 2 | 11.21% | 11.15% | 6.03% | 2.36% | 1.85% | 1.26% | 1.77% |
| 3 | 11.34% | 11.20% | 6.13% | 2.33% | 1.89% | 1.34% | 1.76% |
| 4 | 11.45% | 11.21% | 6.16% | 2.36% | 1.86% | 1.37% | 1.88% |
| Diffusion steps/Guidance | 1 | 2 | 4 | 8 | 12 | 16 | 32 |
|---|---|---|---|---|---|---|---|
| 0 | 13.37% | 13.14% | 6.93% | 2.33% | 1.73% | 1.37% | 1.83% |
| 0.5 | 12.84% | 12.67% | 6.84% | 2.31% | 1.80% | 1.31% | 1.85% |
| 1 | 11.90% | 11.46% | 6.30% | 2.32% | 1.86% | 1.30% | 1.76% |
| 1.5 | 11.61% | 11.25% | 6.02% | 2.40% | 1.87% | 1.29% | 1.85% |
| 2 | 11.21% | 11.15% | 6.03% | 2.36% | 1.85% | 1.26% | 1.77% |
| 3 | 11.34% | 11.20% | 6.13% | 2.33% | 1.89% | 1.34% | 1.76% |
| 4 | 11.45% | 11.21% | 6.16% | 2.36% | 1.86% | 1.37% | 1.88% |
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