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ResearchFormerly WizWand

Class-conditional Image Generation on CIFAR-10 class-conditional (test)

1.64FIDIPFM
-2.294424.262850.8277.3772Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
IPFMD=2048, alpha=1.0, NFE=42025.091.64
IPFMD=∞ (Diffusion), alpha=1.0, NFE=42025.091.64
PFGM++ TeacherD=2048, NFE=352025.091.74
IPFMD=2048, alpha=0.5, NFE=42025.091.81
PFGM++ TeacherD=∞ (Diffusion), NFE=352025.091.81
IPFMD=∞ (Diffusion), alpha=0.5, NFE=42025.091.86
PFGM++ TeacherD=2048, NFE=252025.091.9
PFGM++ TeacherD=∞ (Diffusion), NFE=252025.091.94
IPFMD=2048, alpha=1.0, NFE=22025.091.96
IPFMD=∞ (Diffusion), alpha=1.0, NFE=22025.091.97
IPFMD=∞ (Diffusion), alpha=0.5, NFE=22025.092.37
IPFMD=2048, alpha=0.5, NFE=22025.092.54
IPFMD=2048, alpha=1.0, NFE=12025.093.13
PFGM++ TeacherD=2048, NFE=172025.093.13
IPFMD=∞ (Diffusion), alpha=1.0, NFE=12025.093.16
PFGM++ TeacherD=∞ (Diffusion), NFE=172025.093.21
IPFMD=∞ (Diffusion), alpha=0.5, NFE=12025.094.36
IPFMD=2048, alpha=0.5, NFE=12025.094.43
PFGM++ TeacherD=∞ (Diffusion), NFE=92025.0934.88
PFGM++ TeacherD=2048, NFE=92025.0935.59
PFGM++ TeacherD=2048, NFE=12025.09100
PFGM++ TeacherD=2048, NFE=52025.09100
PFGM++ TeacherD=∞ (Diffusion), NFE=12025.09100
PFGM++ TeacherD=∞ (Diffusion), NFE=52025.09100