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Benchmarks
Image Reconstruction on CelebA 178 x 178
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56.91
PSNR
HUVR
18.4612
28.4431
38.425
48.4069
Feb 1, 2023
Jul 31, 2023
Jan 28, 2024
Jul 27, 2024
Jan 23, 2025
Jul 23, 2025
Jan 20, 2026
PSNR
SSIM
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
LPIPS
HUVR
Epochs=100
2026.01
56.91
-
-
LA-IPC
Epochs=300
2026.01
50.74
-
-
GradNCP
Network=SIREN
2023.02
40.6
0.976
0.005
Learnit / MAML
Network=SIREN
2023.02
38.28
0.964
0.01
IPC
Network=SIREN
2023.02
35.93
-
-
IPC
Epochs=300
2026.01
35.93
-
-
TransINR
Network=SIREN
2023.02
32.37
0.913
0.068
TransINR
Epochs=300
2026.01
31.96
-
-
Random Init.
Network=SIREN
2023.02
19.94
0.532
0.708
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