Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking

Benchmark Model Rank Results
image-generation-on-cifar-10MDMFID: 4.66IS: 9.09
image-generation-on-cifar-10MDM-PrimeFID: 3.26IS: 9.67
image-generation-on-imagenet-32x32MDMFID: 7.91Inception score: 11.60
image-generation-on-imagenet-32x32MDM-PrimeFID: 6.98Inception score: 11.65
language-modelling-on-openwebtextMDLM-Primeeval_perplexity: 15.36parameters: 131M