Image Generation on CIFAR-10 (FID, NFE)
3.681FIDOT-Harmonic, ω = 0.001
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OT-Harmonic, ω = 0.001ODE solver=adaptive integration (DOPRI5)2026.05 | 3.681 | 133.12 | |
| OT-CFMODE solver=adaptive integration (DOPRI5)2026.05 | 3.706 | 133.12 | |
| OT-Harmonic, ω = 0.001ODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 3.849 | — | |
| OT-Harmonic, ω = 1ODE solver=adaptive integration (DOPRI5)2026.05 | 3.89 | 143.36 | |
| OT-CFMODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 3.901 | — | |
| OT-Harmonic, ω = 1ODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 3.963 | — | |
| OT-SIODE solver=adaptive integration (DOPRI5)2026.05 | 4.003 | 163.84 | |
| OT-SIODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 4.077 | — | |
| OT-AnisoODE solver=adaptive integration (DOPRI5)2026.05 | 4.078 | 153.6 | |
| OT-Harmonic, ω = π/2ODE solver=adaptive integration (DOPRI5)2026.05 | 4.116 | 163.85 | |
| OT-AnisoODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 4.168 | — | |
| OT-Harmonic, ω = π/2ODE solver=fixed-step Euler integration, NFE / sample=10002026.05 | 4.184 | — | |
| OT-SIODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.474 | — | |
| OT-Harmonic, ω = π/2ODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.584 | — | |
| OT-Harmonic, ω = 0.001ODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.656 | — | |
| OT-CFMODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.73 | — | |
| OT-Harmonic, ω = 1ODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.741 | — | |
| OT-AnisoODE solver=fixed-step Euler integration, NFE / sample=1002026.05 | 4.821 | — |