Latent Video Diffusion Models for High-Fidelity Long Video Generation

Benchmark Model Rank Results
video-generation-on-sky-time-lapseLVDM (256x256)#4FVD 16: 95.2KVD16: 3.9
video-generation-on-sky-time-lapseLong-video GAN (128x128)#5FVD 16: 107.5
video-generation-on-sky-time-lapseDIGAN (128x128)#6FVD 16: 114.6KVD16: 6.8
video-generation-on-sky-time-lapseLong-video GAN (256x256)#7FVD 16: 116.5
video-generation-on-sky-time-lapseTATS (128x128)#8FVD 16: 132.6KVD16: 5.7
video-generation-on-sky-time-lapseMoCoGAN-HD (128x128)#9FVD 16: 183.6KVD16: 13.9
video-generation-on-taichiTATS (128x128)#2FVD16: 94.6KVD16: 9.8
video-generation-on-taichiLVDM (256x256)#3FVD16: 99KVD16: 15.3
video-generation-on-taichiDIGAN (128x128)#4FVD16: 128.1KVD16: 20.6
video-generation-on-taichiMoCoGAN-HD (128x128)#5FVD16: 144.7KVD16: 25.4
video-generation-on-taichiDIGAN (256x256)#6FVD16: 156.7
video-generation-on-ucf-101LVDM (256x256, unconditional)#24FVD16: 372KVD16: 27
video-generation-on-ucf-101LVDM (256x256, unconditional)#31FVD16: 552KVD16: 42
video-generation-on-ucf-101TGAN-v2 (128x128)#36FVD16: 1209
video-generation-on-ucf-101VDM#37FVD16: 1396KVD16: 116
video-generation-on-ucf-101MCVD#38FVD16: 2460KVD16: 148