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Benchmarks
Image Inversion and Reconstruction on DCI (Densely Captioned Images) (first 1K images)
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0.1579
LPIPS
FireFlow
0.131636
0.308918
0.4862
0.663482
Dec 10, 2024
LPIPS
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
LPIPS
SSIM
PSNR
FireFlow
Steps=30, NFE=62
2024.12
0.1579
0.816
23.87
DDIM-Inv.
Steps=50, NFE=100
2024.12
0.2342
0.5872
19.72
RF-Solver
Steps=30, NFE=120
2024.12
0.2926
0.7078
20.05
FireFlow
Steps=8, NFE=18
2024.12
0.4111
0.5945
16.01
RF-Solver
Steps=5, NFE=20
2024.12
0.501
0.5232
14.72
ReFlow-Inv.
Steps=30, NFE=60
2024.12
0.5044
0.5632
16.57
ReFlow-Inv.
Steps=9, NFE=18
2024.12
0.8145
0.3828
15.29
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