Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step

Benchmark Model Rank Results
image-generation-on-cifar-10SiDA-EDM#4FID: 1.396NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-XXL (1.5B)#7FID: 1.366NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-XL (1.1B)#8FID: 1.379NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-L (777M)#10FID: 1.413NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-M (498M)#11FID: 1.488NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-S (280M)#12FID: 1.669NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-XL (1.1B)#21FID: 1.888NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-L (777M)#22FID: 1.907NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-XXL (1.5B)#24FID: 1.969NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-M (498M)#26FID: 2.06NFE: 1
image-generation-on-imagenet-512x512SiDA-EDM2-XS (125M)#28FID: 2.156NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-S (280M)#33FID: 2.707NFE: 1
image-generation-on-imagenet-512x512SiD-EDM2-XS (125M)#40FID: 3.353NFE: 1
image-generation-on-imagenet-64x64SiDA-EDM#2FID: 1.11NFE: 1