Image Generation on ImageNette
0.35FIDSALUN w/GA+Noisy
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SALUN w/GA+NoisyGradient Ascent (GA)=true, Noisy component=true2026.04 | 0.35 | — | — | — | — | |
| ESD w/GA+NoisyGradient Ascent (GA)=true, Noisy component=true2026.04 | 0.428 | — | — | — | — | |
| ESD w/NoisyNoisy component=true2026.04 | 0.51 | — | — | — | — | |
| ESD w/GAGradient Ascent (GA)=true2026.04 | 0.515 | — | — | — | — | |
| SALUN w/GAGradient Ascent (GA)=true2026.04 | 0.627 | — | — | — | — | |
| SALUN w/NoisyNoisy component=true2026.04 | 0.742 | — | — | — | — | |
| ESDvariant=original2026.04 | 0.88 | — | — | — | — | |
| SALUNvariant=original2026.04 | 1.938 | — | — | — | — | |
| CoFReBudget=384, Train=9h08m, VRAM=35.74 GiB2026.05 | 22.8381 | — | — | — | 14.4567 | |
| CoFReBudget=192, Train=9h08m, VRAM=35.74 GiB2026.05 | 27.6242 | — | — | — | 15.0822 | |
| MaskGIT-LargeBudget=384, Train=17h46m, VRAM=72.45 GiB2026.05 | 30.0202 | — | — | — | 14.6473 | |
| CoFReBudget=96, Train=9h08m, VRAM=35.74 GiB2026.05 | 51.0077 | — | — | — | 15.9572 | |
| detector-guided dataset distillation frameworkIPC=502025.07 | 52.96 | 79.47 | 0.79 | 10.89 | — | |
| D4MIPC=502025.07 | 54.38 | 75.6 | 0.73 | 10.3 | — | |
| MaskGIT-LargeBudget=192, Train=17h46m, VRAM=72.45 GiB2026.05 | 54.6172 | — | — | — | 16.022 | |
| CoFReBudget=48, Train=9h08m, VRAM=35.74 GiB2026.05 | 96.7331 | — | — | — | 14.4074 | |
| MaskGIT-LargeBudget=96, Train=17h46m, VRAM=72.45 GiB2026.05 | 117.6439 | — | — | — | 13.3696 | |
| MaskGIT-LargeBudget=48, Train=17h46m, VRAM=72.45 GiB2026.05 | 174.0856 | — | — | — | 9.286 |