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Benchmarks
Video Prediction on Cityscapes 128x128 resolution (test)
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141.31
FVD
MCVD concat past-mask
94.952
407.8685
720.785
1,033.7015
Apr 27, 2019
Oct 30, 2019
May 3, 2020
Nov 6, 2020
May 11, 2021
Nov 13, 2021
May 19, 2022
FVD
LPIPS
SSIM
Updated 3d ago
Evaluation Results
Method
Method
Links
FVD
LPIPS
SSIM
MCVD concat past-mask
k=5
2022.05
141.31
0.112
69
MCVD spatin past-mask
k=5
2022.05
184.81
0.121
72
GHVAE
k=10
2022.05
418
0.193
74
Hierarchical VRNN (Ours w/ Hier)
Resolution=128x128, Nu...
2019.04
567.51
0.264
62.8
Hier-vRNN
k=10
2022.05
567.51
0.264
62.8
Improved Conditional VRNN (Ours w/o Hier)
Resolution=128x128, Nu...
2019.04
682.08
0.304
60.9
vRNN IL
k=10
2022.05
682.08
0.304
60.9
SVG-LP
Resolution=128x128, Nu...
2019.04
1,300.26
0.549
57.4
SVG-LP
k=10
2022.05
1,300.26
0.549
57.4
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