Denoising Diffusion Probabilistic Models

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Benchmark Model Rank Results
density-estimation-on-cifar-10DDPM#13NLL (bits/dim): 3.69
image-generation-on-cifar-10Denoising Diffusion#21FID: 3.17
image-generation-on-imagenet-32x32DDPM#9FID: 16.18bpd: 3.89
image-generation-on-lsun-bedroom-1Denoising Diffusion Probabilistic Model#2FID-50k: 4.9
image-generation-on-lsun-bedroom-256-x-256Denoising Diffusion Probabilistic Model (large)#8FID: 4.9
image-generation-on-lsun-bedroom-256-x-256Denoising Diffusion Probabilistic Model#11FID: 6.36
image-generation-on-lsun-bedroom-256-x-256Denoising Diffusion Probabilistic Model (large, DINOv2)#17FD: 229.76Precision: 0.79Recall: 0.61
image-generation-on-lsun-cat-256-x-256Denoising Diffusion Probabilistic Model#6FID: 19.75
image-generation-on-lsun-churches-256-x-256Denoising Diffusion Probabilistic Model#21FID: 7.89

Rank counts only results with a code link.