outputs/eval/results_table.md

# Eval results — SVDQuant vs plain NVFP4 (klein-4B)

| model | PickScore↑ | CLIP↑ | LPIPS↓(vs teacher) | PSNR↑ | FID↓(real) | FID↓(teacher) | s/img | step ms | VRAM GB |
|---|---|---|---|---|---|---|---|---|---|
| teacher | 21.6368 | 30.9781 | None | None | 128.599 | None | – | – | – |
| pilot_ours128_real | 21.5982 | 30.9701 | 0.1714 | 18.1972 | 129.002 | 42.732 | – | – | – |
| pilot_fq128 | 21.622 | 31.0382 | 0.1758 | 18.1218 | 128.777 | 43.849 | – | – | – |
| pilot_fq64 | 21.6131 | 30.8822 | 0.1859 | 17.7614 | 127.564 | 45.314 | – | – | – |
| pilot_fq0 | 21.6312 | 30.9998 | 0.2107 | 17.0477 | 127.043 | 50.395 | – | – | – |