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Video Reconstruction on MotionHD (test)

2.18FVD

IV-VAE

Updated 4d ago

Evaluation Results

Method	Links
IV-VAE 2024.11		2.18	40.33	0.972	0.027
CogX VAE 2024.11		2.26	38.68	0.9676	0.039
IV-VAE 2024.11		2.58	36.8	0.9585	0.025
Causal VAE 2024.11		2.72	38.6	0.9663	0.041
IV-VAE 2024.11		2.78	38.81	0.9669	0.027
IV-VAE 2024.11		2.86	38.11	0.9611	0.041
CogX VAE 2024.11		3.5	36.52	0.9571	0.031
Causal VAE 2024.11		3.58	37.15	0.9557	0.051
SVD VAE 2024.11		3.62	37.69	0.9617	0.031
CogX VAE 2024.11		3.66	37.86	0.9639	0.035
IV-VAE 2024.11		3.71	36.56	0.9534	0.039
Causal VAE 2024.11		3.76	36.25	0.9544	0.032
Causal VAE 2024.11		3.85	37.67	0.9617	0.037
IV-VAE 2024.11		4.09	34.6	0.941	0.037
Causal VAE 2024.11		4.15	35.89	0.9481	0.047
SVD VAE 2024.11		4.23	36	0.9507	0.033
IV-VAE 2024.11		4.31	35.8	0.9465	0.055
IV-VAE 2024.11		4.49	34.08	0.9333	0.054
Causal VAE 2024.11		4.63	34.14	0.9355	0.043
Causal VAE 2024.11		5.18	34.82	0.9415	0.073
OD-VAE 2024.11		5.31	34.89	0.9391	0.064
SVD VAE 2024.11		5.68	33.71	0.9313	0.035
Causal VAE 2024.11		6.85	33.43	0.9286	0.069
IV-VAE 2024.11		7.01	32.01	0.9127	0.053
OD-VAE 2024.11		7.36	33.32	0.9226	0.061
OS VAE 2024.11		8.21	35.65	0.9452	0.087
CV-VAE 2024.11		8.5	31.19	0.9206	0.098
Causal VAE 2024.11		9.33	31.64	0.9087	0.067
OS VAE 2024.11		10.06	34.13	0.931	0.086
OD-VAE 2024.11		10.4	31.42	0.9004	0.059
CV-VAE 2024.11		12.78	30.29	0.9008	0.098
OS VAE 2024.11		16.89	32.33	0.9109	0.086
CV-VAE 2024.11		22.33	29.7	0.8796	0.094