GAUDI: A Neural Architect for Immersive 3D Scene Generation

Benchmark Model Rank Results
image-generation-on-arkitscenesGAUDI#1FID: 37.35FID (SwAV): 4.14
image-generation-on-arkitscenesGSN#2FID: 79.54FID (SwAV): 10.21
image-generation-on-arkitscenesGRAF#3FID: 87.06FID (SwAV): 13.44
image-generation-on-arkitscenesπ-GAN#4FID: 134.8FID (SwAV): 15.58
image-generation-on-replicaGAUDI#1FID: 18.75FID (SwAV): 1.76
image-generation-on-replicaGSN#2FID: 41.75FID (SwAV): 4.14
image-generation-on-replicaGRAF#3FID: 65.37FID (SwAV): 5.76
image-generation-on-replicaπ-GAN#4FID: 166.55FID (SwAV): 13.17
image-generation-on-vizdoomGAUDI#1FID: 33.7FID (SwAV): 3.24
image-generation-on-vizdoomGSN#2FID: 37.21FID (SwAV): 4.56
image-generation-on-vizdoomGRAF#3FID: 47.5FID (SwAV): 5.44
image-generation-on-vizdoomπ-GAN#4FID: 143.55FID (SwAV): 15.26
image-generation-on-vln-ceGAUDI#1FID: 18.52FID (SwAV): 3.63
image-generation-on-vln-ceGSN#2FID: 43.32FID (SwAV): 6.19
image-generation-on-vln-ceGRAF#3FID: 90.43FID (SwAV): 8.65
image-generation-on-vln-ceπ-GAN#4FID: 151.26FID (SwAV): 14.07