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Victor Kuznetsov
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data/evaluations/fidelity/README.md
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# Pipeline fidelity evaluation
This evaluation compares diffusion pipelines with
`scripts/fidelity_metrics.py`. The images themselves have one canonical home
in `data/synthid/originals/`; this directory stores only evaluation-specific
ground truth and instructions.
| Original | Provider | Content | Exercises |
| --- | --- | --- | --- |
| `ChatGPT Image May 31, 2026, 02_03_55 PM.png` | OpenAI | Multilingual typography | Text preservation |
| `Gemini_Generated_Image_633uuy633uuy633u.png` | Google | Landscape with a Chinese sign | CJK text preservation |
| `Gemini_Generated_Image_y48j3cy48j3cy48j.png` | Google | Portrait grid | Face identity and skin texture |
## Text ground truth
`ground-truth.json` contains hand-verified OCR for the two text-bearing
originals. To regenerate an OCR seed:
```bash
uv run scripts/fidelity_metrics.py ocr \
"data/synthid/originals/ChatGPT Image May 31, 2026, 02_03_55 PM.png" \
data/synthid/originals/Gemini_Generated_Image_633uuy633uuy633u.png \
--langs en,ru,ch \
--out data/evaluations/fidelity/ground-truth.json
```
Verify and correct the generated text by hand before using it as ground truth.
## Compare
```bash
uv run scripts/fidelity_metrics.py compare \
--original data/synthid/originals/Gemini_Generated_Image_y48j3cy48j3cy48j.png \
--variant controlnet=<out>.png \
--variant qwen=<out>.png \
--ocr-langs ""
```