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Benchmarks
Video Generation on Collected dataset (GT Comp.)
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21.23
PSNR
MemLearner
8.6772
11.9361
15.195
18.4539
Jun 30, 2026
PSNR
LPIPS
FID
FVD
Updated 25d ago
Evaluation Results
Method
Method
Links
PSNR
LPIPS
FID
FVD
MemLearner
fps=0.54
2026.06
21.23
0.2904
112.75
835.98
CaM
fps=0.97
2026.06
19.85
0.3475
125.35
848.61
VMem
fps=0.73
2026.06
19.59
0.3872
129.94
850.17
DFoT
fps=1.59
2026.06
16.98
0.4796
147.09
998.43
FP
fps=1.40
2026.06
16.42
0.5104
143.97
967.97
Separate Module (Fig. 2 (b))
fps=0.48
2026.06
9.16
0.6567
145.63
930.54
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