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Models/Hi-IR

Hi-IR

Reported on 120 benchmarks across 4 tasks · 1 paper · 90 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision63 results

Image RestorationonLive1 (Quality 10 Grayscale)
PSNR· 2024-11-27
29.94
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 30 Grayscale)
PSNR· 2024-11-27
33.8
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 10 Grayscale)
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.895
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 30 Grayscale)
PSNR· 2024-11-27
34.86
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.9459
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 40 Grayscale)
PSNR· 2024-11-27
34.71
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9347
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 30 Color)
PSNR· 2024-11-27
32.02
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 10 Color)
PSNR· 2024-11-27
28.36
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 40 Color)
PSNR· 2024-11-27
32.92
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 40 Color)
SSIM· 2024-11-27
0.9195
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 40 Grayscale)
PSNR· 2024-11-27
34.61
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9082
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 20 Grayscale)
PSNR· 2024-11-27
32.62
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 20 Color)
PSNR· 2024-11-27
30.61
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 20 Color)
SSIM· 2024-11-27
0.874
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 40 Color)
PSNR· 2024-11-27
33.37
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 40 Color)
SSIM· 2024-11-27
0.9373
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 20 Color)
PSNR· 2024-11-27
31.36
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 20 Color)
SSIM· 2024-11-27
0.9115
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 30 Color)
PSNR· 2024-11-27
32.57
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 30 Color)
SSIM· 2024-11-27
0.9279
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 30 Grayscale)
PSNR· 2024-11-27
33.73
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 20 Grayscale)
PSNR· 2024-11-27
33.51
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.925
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 20 Color)
PSNR· 2024-11-27
30.66
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 10 Color)
PSNR· 2024-11-27
29.11
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 10 Color)
SSIM· 2024-11-27
0.8727
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 40 Color)
PSNR· 2024-11-27
32.94
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 40 Color)
SSIM· 2024-11-27
0.921
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 40 Grayscale)
PSNR· 2024-11-27
35.77
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonUrban100 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9561
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 30 Color)
PSNR· 2024-11-27
31.99
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 30 Color)
SSIM· 2024-11-27
0.9035
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 10 Grayscale)
PSNR· 2024-11-27
30.38
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 20 Grayscale)
PSNR· 2024-11-27
32.31
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 10 Color)
PSNR· 2024-11-27
28.35
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonBSD500 (Quality 10 Color)
SSIM· 2024-11-27
0.8092
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonUrban100 sigma25
PSNR· 2024-11-27
33.34
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Denoisingonurban100 sigma15
PSNR· 2024-11-27
35.46
best: 35.63 (AKDT)
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonUrban100 sigma50
PSNR· 2024-11-27
30.59
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonSet12 sigma50
PSNR· 2024-11-27
28.15
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonSet12 sigma15
PSNR· 2024-11-27
33.48
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonSet12 sigma25
PSNR· 2024-11-27
31.19
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLive1 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.8359
best: 0.84 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.8962
best: 0.907 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 30 Color)
SSIM· 2024-11-27
0.9063
best: 0.908 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 10 Color)
SSIM· 2024-11-27
0.818
best: 0.819 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.8751
best: 0.885 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.9223
best: 0.925 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 20 Color)
SSIM· 2024-11-27
0.8797
best: 0.882 (IDCN)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonClassic5 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.8266
best: 0.837 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image RestorationonLIVE1 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.8938
best: 0.901 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonKodak24 sigma50
PSNR· 2024-11-27
29.98
best: 30.13 (DMID-d(MMSE))
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonKodak24 sigma15
PSNR· 2024-11-27
35.42
best: 35.51 (DMID-d)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonMcMaster sigma25
PSNR· 2024-11-27
33.44
best: 34.21 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonMcMaster sigma15
PSNR· 2024-11-27
35.69
best: 36.71 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonKodak24 sigma25
PSNR· 2024-11-27
33.01
best: 33.12 (DMID-d)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonMcMaster sigma50
PSNR· 2024-11-27
30.42
best: 30.95 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonUrban100 sigma25
PSNR· 2024-11-27
31.92
best: 33.34
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
DenoisingonUrban100 sigma50
PSNR· 2024-11-27
28.91
best: 30.59
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Denoisingonurban100 sigma15
PSNR· 2024-11-27
34.11
best: 35.63 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588

Audio48 results

10-shot image generationonLive1 (Quality 10 Grayscale)
PSNR· 2024-11-27
29.94
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 30 Grayscale)
PSNR· 2024-11-27
33.8
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 10 Grayscale)
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.895
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 30 Grayscale)
PSNR· 2024-11-27
34.86
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.9459
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 40 Grayscale)
PSNR· 2024-11-27
34.71
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9347
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 30 Color)
PSNR· 2024-11-27
32.02
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 10 Color)
PSNR· 2024-11-27
28.36
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 40 Color)
PSNR· 2024-11-27
32.92
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 40 Color)
SSIM· 2024-11-27
0.9195
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 40 Grayscale)
PSNR· 2024-11-27
34.61
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9082
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 20 Grayscale)
PSNR· 2024-11-27
32.62
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 20 Color)
PSNR· 2024-11-27
30.61
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 20 Color)
SSIM· 2024-11-27
0.874
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 40 Color)
PSNR· 2024-11-27
33.37
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 40 Color)
SSIM· 2024-11-27
0.9373
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 20 Color)
PSNR· 2024-11-27
31.36
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 20 Color)
SSIM· 2024-11-27
0.9115
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 30 Color)
PSNR· 2024-11-27
32.57
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 30 Color)
SSIM· 2024-11-27
0.9279
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 30 Grayscale)
PSNR· 2024-11-27
33.73
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 20 Grayscale)
PSNR· 2024-11-27
33.51
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.925
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 20 Color)
PSNR· 2024-11-27
30.66
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 10 Color)
PSNR· 2024-11-27
29.11
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 10 Color)
SSIM· 2024-11-27
0.8727
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 40 Color)
PSNR· 2024-11-27
32.94
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 40 Color)
SSIM· 2024-11-27
0.921
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 40 Grayscale)
PSNR· 2024-11-27
35.77
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonUrban100 (Quality 40 Grayscale)
SSIM· 2024-11-27
0.9561
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 30 Color)
PSNR· 2024-11-27
31.99
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 30 Color)
SSIM· 2024-11-27
0.9035
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 10 Grayscale)
PSNR· 2024-11-27
30.38
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 20 Grayscale)
PSNR· 2024-11-27
32.31
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 10 Color)
PSNR· 2024-11-27
28.35
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonBSD500 (Quality 10 Color)
SSIM· 2024-11-27
0.8092
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLive1 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.8359
best: 0.84 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.8962
best: 0.907 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 30 Color)
SSIM· 2024-11-27
0.9063
best: 0.908 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 10 Color)
SSIM· 2024-11-27
0.818
best: 0.819 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.8751
best: 0.885 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 30 Grayscale)
SSIM· 2024-11-27
0.9223
best: 0.925 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 20 Color)
SSIM· 2024-11-27
0.8797
best: 0.882 (IDCN)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonClassic5 (Quality 10 Grayscale)
SSIM· 2024-11-27
0.8266
best: 0.837 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonLIVE1 (Quality 20 Grayscale)
SSIM· 2024-11-27
0.8938
best: 0.901 (QGAC)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588

Adversarial15 results

3D ArchitectureonUrban100 sigma25
PSNR· 2024-11-27
33.34
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Architectureonurban100 sigma15
PSNR· 2024-11-27
35.46
best: 35.63 (AKDT)
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonUrban100 sigma50
PSNR· 2024-11-27
30.59
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonSet12 sigma50
PSNR· 2024-11-27
28.15
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonSet12 sigma15
PSNR· 2024-11-27
33.48
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonSet12 sigma25
PSNR· 2024-11-27
31.19
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonKodak24 sigma50
PSNR· 2024-11-27
29.98
best: 30.13 (DMID-d(MMSE))
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonKodak24 sigma15
PSNR· 2024-11-27
35.42
best: 35.51 (DMID-d)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonMcMaster sigma25
PSNR· 2024-11-27
33.44
best: 34.21 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonMcMaster sigma15
PSNR· 2024-11-27
35.69
best: 36.71 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonKodak24 sigma25
PSNR· 2024-11-27
33.01
best: 33.12 (DMID-d)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonMcMaster sigma50
PSNR· 2024-11-27
30.42
best: 30.95 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonUrban100 sigma25
PSNR· 2024-11-27
31.92
best: 33.34
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D ArchitectureonUrban100 sigma50
PSNR· 2024-11-27
28.91
best: 30.59
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Architectureonurban100 sigma15
PSNR· 2024-11-27
34.11
best: 35.63 (AKDT)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588