Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%
Open paper
Benchmark
Model
Rank
Results
image-reconstruction-on-imagenet
VQGAN-LC (16x16)
#21
FID: 2.62
LPIPS: 0.120
PSNR: 23.80
SSIM: 0.589
image-generation-on-imagenet-256x256
VQGAN-LC + LDM (32x32 tokens)
#185
FID: 4.81
Rank counts only results with a code link.