Unconditional Generation on AFHQ 64 x 64 v2
1.97FIDSDM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SDMSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VP2026.02 | 1.97 | 75 | |
| SDMSchedule=EDM (rho = 7), Diffusion Model Type=VP2026.02 | 1.98 | 66 | |
| SDMSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VE2026.02 | 1.99 | 72 | |
| HeunSchedule=EDM (rho = 7), Diffusion Model Type=VP2026.02 | 2.04 | 79 | |
| HeunSchedule=COS (Williams et al., 2024), Diffusion Model Type=VP2026.02 | 2.04 | 79 | |
| HeunSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VP2026.02 | 2.08 | 79 | |
| SDMSchedule=EDM (rho = 7), Diffusion Model Type=VE2026.02 | 2.1 | 67 | |
| HeunSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VE2026.02 | 2.13 | 79 | |
| HeunSchedule=COS (Williams et al., 2024), Diffusion Model Type=VE2026.02 | 2.16 | 79 | |
| HeunSchedule=EDM (rho = 7), Diffusion Model Type=VE2026.02 | 2.17 | 79 | |
| SpanLiftCategory=Learnable, NFE=62026.06 | 2.42 | — | |
| DyWeightCategory=Learnable, NFE=62026.06 | 2.66 | — | |
| S4S-AltCategory=Learnable, NFE=62026.06 | 2.7 | — | |
| EulerSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VP2026.02 | 2.71 | 39 | |
| SpanLiftCategory=Learnable, NFE=52026.06 | 2.74 | — | |
| EulerSchedule=COS (Williams et al., 2024), Diffusion Model Type=VP2026.02 | 2.89 | 39 | |
| EulerSchedule=EDM (rho = 7), Diffusion Model Type=VP2026.02 | 2.93 | 39 | |
| EulerSchedule=SDM (Adaptive Scheduling), Diffusion Model Type=VE2026.02 | 2.97 | 39 | |
| EulerSchedule=COS (Williams et al., 2024), Diffusion Model Type=VE2026.02 | 3.1 | 39 | |
| DyWeightCategory=Learnable, NFE=52026.06 | 3.2 | — | |
| EulerSchedule=EDM (rho = 7), Diffusion Model Type=VE2026.02 | 3.21 | 39 | |
| LD3Category=Learnable, NFE=62026.06 | 3.63 | — | |
| iPNDM(3M)Category=Handcrafted, NFE=62026.06 | 3.81 | — | |
| SpanLiftCategory=Learnable, NFE=42026.06 | 3.85 | — | |
| S4S-AltCategory=Learnable, NFE=52026.06 | 3.89 | — | |
| DyWeightCategory=Learnable, NFE=42026.06 | 5.38 | — | |
| iPNDM(3M)Category=Handcrafted, NFE=52026.06 | 5.58 | — | |
| SpanLiftCategory=Learnable, NFE=32026.06 | 5.89 | — | |
| LD3Category=Learnable, NFE=52026.06 | 6.09 | — | |
| DPMPP(3M)Category=Handcrafted, NFE=62026.06 | 6.24 | — | |
| S4S-AltCategory=Learnable, NFE=42026.06 | 6.52 | — | |
| AMED-SolverCategory=Learnable, NFE=52026.06 | 7.34 | — | |
| AMED-SolverCategory=Learnable, NFE=62026.06 | 8.19 | — | |
| UniPC(3M)Category=Handcrafted, NFE=62026.06 | 8.27 | — | |
| iPNDM(3M)Category=Handcrafted, NFE=42026.06 | 8.73 | — | |
| DyWeightCategory=Learnable, NFE=32026.06 | 9.16 | — | |
| LD3Category=Learnable, NFE=42026.06 | 9.96 | — | |
| DPMPP(3M)Category=Handcrafted, NFE=52026.06 | 10.63 | — | |
| UniPC(3M)Category=Handcrafted, NFE=52026.06 | 13.01 | — | |
| S4S-AltCategory=Learnable, NFE=32026.06 | 14.71 | — | |
| iPNDM(3M)Category=Handcrafted, NFE=32026.06 | 15.53 | — | |
| LD3Category=Learnable, NFE=32026.06 | 17.94 | — | |
| AMED-SolverCategory=Learnable, NFE=42026.06 | 18.99 | — | |
| DPMPP(3M)Category=Handcrafted, NFE=42026.06 | 21.04 | — | |
| AMED-SolverCategory=Learnable, NFE=32026.06 | 31.82 | — | |
| UniPC(3M)Category=Handcrafted, NFE=42026.06 | 33.78 | — | |
| DPMPP(3M)Category=Handcrafted, NFE=32026.06 | 35.05 | — | |
| UniPC(3M)Category=Handcrafted, NFE=32026.06 | 60.89 | — |