Unconditional Image Generation on CelebA 64
4.53FIDDEFAR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DEFARBackbone=SiT-B/4, Params=131M, Iters=250k, Hour=80, NFE=502026.06 | 4.53 | 6.41 | 2.92 | 0.629 | 0.551 | |
| DEFAR w/o ADRBackbone=SiT-B/4, Params=131M, Iters=250k, Hour=80, NFE=502026.06 | 4.96 | 6.26 | 2.94 | 0.641 | 0.541 | |
| DEFARBackbone=SiT-B/4, Params=131M, Iters=120k, Hour=36, NFE=502026.06 | 5.91 | 6.13 | 2.77 | 0.634 | 0.521 | |
| IPBackbone=SiT-B/4, Params=131M, Iters=250k, Hour=36, NFE=502026.06 | 5.93 | 6.57 | 2.72 | 0.64 | 0.543 | |
| MDSS (4steps)Backbone=SiT-B/4, Params=131M, Iters=250k, Hour=60, NFE=502026.06 | 6.1 | 8.29 | 2.91 | 0.623 | 0.527 | |
| SDSSBackbone=SiT-B/4, Params=131M, Iters=250k, Hour=60, NFE=502026.06 | 6.12 | 8.01 | 2.71 | 0.671 | 0.476 | |
| DEFAR w/o FCBackbone=SiT-B/4, Params=131M, Iters=250k, Hour=60, NFE=502026.06 | 6.83 | 6.47 | 2.67 | 0.676 | 0.498 | |
| SiT (origin)Backbone=SiT-B/4, Params=131M, Iters=250k, Hour=36, NFE=502026.06 | 7.04 | 6.88 | 2.76 | 0.626 | 0.521 |