Image Generation on MNIST (FID, sFID, IS, Acc, GFLOPs)
1.4FIDPG(σϕ(y))
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PG(σϕ(y))Pass=1, w=1.02026.05 | 1.4 | 0.0007 | 2.11 | 98.974 | 417.6022 | |
| PG(σϕ(y))Pass=1, w=1.12026.05 | 2.18 | 0.0011 | 2.09 | 99.52 | 417.6066 | |
| PG(σϕ(y))Pass=1, w=0.92026.05 | 2.39 | 0.0015 | 2.11 | 97.27 | 417.6066 | |
| PG(σ = 1)Pass=1, w=0.92026.05 | 3.21 | 0.0029 | 2.13 | 97.48 | 417.6066 | |
| PG(σ = 1)Pass=1, w=1.02026.05 | 3.31 | 0.003 | 2.13 | 98.216 | 417.6022 | |
| PG(σ = 1)Pass=1, w=1.12026.05 | 3.61 | 0.0032 | 2.12 | 98.606 | 417.6066 | |
| CFMPass=1, w=1.02026.05 | 5.87 | 0.0061 | 2.1 | 95.468 | 417.5978 | |
| CFMPass=2, w=1.52026.05 | 5.94 | 0.0061 | 2.1 | 99.608 | 835.1956 | |
| CFMPass=2, w=2.02026.05 | 6.12 | 0.0066 | 2.09 | 99.938 | 835.1956 | |
| PG(σ = 1)Pass=1, w=1.52026.05 | 6.73 | 0.0055 | 2.08 | 99.51 | 417.6066 | |
| CFMPass=2, w=3.02026.05 | 11.5 | 0.012 | 2.06 | 99.982 | 835.1956 | |
| PG(σϕ(y))Pass=1, w=1.52026.05 | 13.8 | 0.0098 | 2.02 | 99.962 | 417.6066 |