Image Generation on CelebA 64
1.96FIDFlow map (LSD)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Flow map (LSD)NFE=16, Flow Category=Deterministic flows2026.05 | 1.96 | — | |
| Flow map (LSD)NFE=8, Flow Category=Deterministic flows2026.05 | 2.18 | — | |
| Flow map (Holderrieth et al.)NFE=4, Flow Category=Deterministic flows2026.05 | 3.08 | — | |
| Flow map (Holderrieth et al.)NFE=8, Flow Category=Deterministic flows2026.05 | 3.15 | — | |
| Flow map (LSD)NFE=4, Flow Category=Deterministic flows2026.05 | 3.18 | — | |
| SSFMNFE=8, Flow Category=Strong stochastic flows2026.05 | 3.6 | — | |
| SSFMNFE=16, Flow Category=Strong stochastic flows2026.05 | 3.79 | — | |
| SSFMNFE=4, Flow Category=Strong stochastic flows2026.05 | 3.89 | — | |
| Flow map (Holderrieth et al.)NFE=2, Flow Category=Deterministic flows2026.05 | 4.05 | — | |
| ADM-IP + DCWSampling steps (T)=502026.04 | 4.34 | 57 | |
| ADM-IPSampling steps (T)=502026.04 | 4.52 | 55 | |
| Flow map (PSD-M)NFE=16, Flow Category=Deterministic flows2026.05 | 5.09 | — | |
| Flow map (PSD-U)NFE=16, Flow Category=Deterministic flows2026.05 | 5.63 | — | |
| SSFMNFE=2, Flow Category=Strong stochastic flows2026.05 | 5.65 | — | |
| Flow map (LSD)NFE=2, Flow Category=Deterministic flows2026.05 | 5.74 | — | |
| Diamond MapNFE=8, Flow Category=Weak stochastic flows2026.05 | 5.78 | — | |
| Flow map (PSD-U)NFE=8, Flow Category=Deterministic flows2026.05 | 6 | — | |
| Flow map (PSD-M)NFE=8, Flow Category=Deterministic flows2026.05 | 6.06 | — | |
| Diamond MapNFE=4, Flow Category=Weak stochastic flows2026.05 | 6.74 | — | |
| Flow map (PSD-U)NFE=4, Flow Category=Deterministic flows2026.05 | 7.47 | — | |
| Flow map (PSD-M)NFE=4, Flow Category=Deterministic flows2026.05 | 7.89 | — | |
| Diamond MapNFE=2, Flow Category=Weak stochastic flows2026.05 | 9.16 | — | |
| ADM-IP + DCWSampling steps (T)=202026.04 | 10.41 | 47 | |
| Flow map (PSD-U)NFE=2, Flow Category=Deterministic flows2026.05 | 11.02 | — | |
| Flow map (PSD-M)NFE=2, Flow Category=Deterministic flows2026.05 | 11.75 | — | |
| ADM-IPSampling steps (T)=202026.04 | 11.95 | 42 | |
| GLASSNFE=8, Flow Category=Weak stochastic flows2026.05 | 26.33 | — | |
| GLASSNFE=4, Flow Category=Weak stochastic flows2026.05 | 51.8 | — | |
| GLASSNFE=2, Flow Category=Weak stochastic flows2026.05 | 95.25 | — |