Image Generation on ImageNet-1k 256 x 256 (Sigma FID Metrics)
22.65FID (sigma=1)P-Guide
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| P-GuideBackbone=U-Net, Scale w=1.1, Inference steps=50, Inference pass=single2026.05 | 22.65 | 22.33 | 3,655.8744 | 388.55 | |
| P-GuideBackbone=U-Net, Scale w=1.2, Inference steps=50, Inference pass=single2026.05 | 22.67 | 23.01 | 3,655.8744 | 388.55 | |
| P-GuideBackbone=DiT-B/2, Scale w=1.2, Inference steps=50, Inference pass=single2026.05 | 24.61 | 25.07 | 2,303.08 | 124.45 | |
| P-GuideBackbone=DiT-B/2, Scale w=1.1, Inference steps=50, Inference pass=single2026.05 | 26.41 | 26.8 | 2,303.08 | 124.45 | |
| P-GuideBackbone=U-Net, Scale w=1.0, Inference steps=50, Inference pass=single2026.05 | 28.4 | 27.78 | 3,654.3964 | 388.55 | |
| P-GuideBackbone=DiT-B/2, Scale w=1.0, Inference steps=50, Inference pass=single2026.05 | 32.84 | 33.68 | 2,301.6 | 124.45 | |
| P-GuideBackbone=DiT-B/2, Scale w=1.5, Inference steps=50, Inference pass=single2026.05 | 38.72 | 38.43 | 2,303.08 | 124.45 | |
| P-GuideBackbone=U-Net, Scale w=1.5, Inference steps=50, Inference pass=single2026.05 | 43.38 | 44.53 | 3,655.8744 | 388.55 |