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Benchmarks
Image Reconstruction on Imagenette 178 x 178
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48.44
PSNR
HUVR
17.3752
25.4401
33.505
41.5699
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=400
2026.01
48.44
-
-
LA-IPC
Epochs=4000
2026.01
46.1
-
-
GradNCP
Network=SIREN
2023.02
38.72
0.972
0.005
IPC
Network=SIREN
2023.02
38.46
-
-
IPC
Epochs=4000
2026.01
38.46
-
-
Learnit / MAML
Network=SIREN
2023.02
35.66
0.95
0.014
TransINR
Epochs=4000
2026.01
29.01
-
-
TransINR
Network=SIREN
2023.02
28.58
0.85
0.165
Random Init.
Network=SIREN
2023.02
18.57
0.443
0.81
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