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Models/Hi-IR-L

Hi-IR-L

Reported on 128 benchmarks across 7 tasks · 1 paper · 68 SOTA

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

Computer Vision62 results

Image Super-ResolutiononSet14 - 3x upscaling
PSNR· 2024-11-27
31.55
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet14 - 3x upscaling
SSIM· 2024-11-27
0.8616
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 4x upscaling
SSIM· 2024-11-27
0.9103
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-11-27
0.9311
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-11-27
0.938
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-11-27
0.9366
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 3x upscaling
PSNR· 2024-11-27
36.12
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 3x upscaling
SSIM· 2024-11-27
0.9588
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-11-27
0.9663
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-11-27
41.22
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-11-27
0.9846
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-11-27
28.72
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2024-11-27
0.902
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2024-11-27
29.67
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2024-11-27
0.8256
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image DeblurringonHIDE (trained on GOPRO)
PSNR· 2024-11-27
31.64
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· 2024-11-27
31.55
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 3x upscaling
SSIM· 2024-11-27
0.8616
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 4x upscaling
SSIM· 2024-11-27
0.9103
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-11-27
0.9311
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-11-27
0.938
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-11-27
0.9366
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 3x upscaling
PSNR· 2024-11-27
36.12
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 3x upscaling
SSIM· 2024-11-27
0.9588
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-11-27
0.9663
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-11-27
41.22
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-11-27
0.9846
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-11-27
28.72
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2024-11-27
0.902
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2024-11-27
29.67
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2024-11-27
0.8256
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-11-27
32.77
best: 33.12 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-11-27
0.9092
best: 0.9326 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 4x upscaling
PSNR· 2024-11-27
33.22
best: 33.38 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-11-27
35.27
best: 35.36 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-11-27
29.49
best: 29.54 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-11-27
0.8041
best: 0.894 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-11-27
35.2
best: 35.35 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-11-27
33.13
best: 33.19 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-11-27
35.16
best: 35.24 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-11-27
0.9505
best: 0.9516 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-11-27
38.87
best: 39.14 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-11-27
0.8514
best: 0.9481 (SPSR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-11-27
28.13
best: 28.16 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-11-27
0.7622
best: 0.851 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Image DeblurringonGoPro
PSNR· 2024-11-27
33.99
best: 34.6 (AdaRevD)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-11-27
32.77
best: 33.12 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-11-27
0.9092
best: 0.9326 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 4x upscaling
PSNR· 2024-11-27
33.22
best: 33.38 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-11-27
35.27
best: 35.36 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-11-27
29.49
best: 29.54 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-11-27
0.8041
best: 0.894 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-11-27
35.2
best: 35.35 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-11-27
33.13
best: 33.19 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-11-27
35.16
best: 35.24 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-11-27
0.9505
best: 0.9516 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-11-27
38.87
best: 39.14 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-11-27
0.8514
best: 0.9481 (SPSR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-11-27
28.13
best: 28.16 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-11-27
0.7622
best: 0.851 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588

Methodology32 results

16konSet14 - 3x upscaling
PSNR· 2024-11-27
31.55
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet14 - 3x upscaling
SSIM· 2024-11-27
0.8616
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 4x upscaling
SSIM· 2024-11-27
0.9103
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet14 - 2x upscaling
SSIM· 2024-11-27
0.9311
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 3x upscaling
SSIM· 2024-11-27
0.938
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 4x upscaling
SSIM· 2024-11-27
0.9366
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 3x upscaling
PSNR· 2024-11-27
36.12
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 3x upscaling
SSIM· 2024-11-27
0.9588
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 2x upscaling
SSIM· 2024-11-27
0.9663
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 2x upscaling
PSNR· 2024-11-27
41.22
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 2x upscaling
SSIM· 2024-11-27
0.9846
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 4x upscaling
PSNR· 2024-11-27
28.72
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 3x upscaling
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 3x upscaling
SSIM· 2024-11-27
0.902
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 3x upscaling
PSNR· 2024-11-27
29.67
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 3x upscaling
SSIM· 2024-11-27
0.8256
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konHIDE (trained on GOPRO)
PSNR· 2024-11-27
31.64
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 2x upscaling
PSNR· 2024-11-27
32.77
best: 33.12 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 2x upscaling
SSIM· 2024-11-27
0.9092
best: 0.9326 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 4x upscaling
PSNR· 2024-11-27
33.22
best: 33.38 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet14 - 2x upscaling
PSNR· 2024-11-27
35.27
best: 35.36 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet14 - 4x upscaling
PSNR· 2024-11-27
29.49
best: 29.54 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet14 - 4x upscaling
SSIM· 2024-11-27
0.8041
best: 0.894 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 3x upscaling
PSNR· 2024-11-27
35.2
best: 35.35 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konManga109 - 4x upscaling
PSNR· 2024-11-27
33.13
best: 33.19 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 2x upscaling
PSNR· 2024-11-27
35.16
best: 35.24 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 2x upscaling
SSIM· 2024-11-27
0.9505
best: 0.9516 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konSet5 - 2x upscaling
PSNR· 2024-11-27
38.87
best: 39.14 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konUrban100 - 4x upscaling
SSIM· 2024-11-27
0.8514
best: 0.9481 (SPSR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 4x upscaling
PSNR· 2024-11-27
28.13
best: 28.16 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konBSD100 - 4x upscaling
SSIM· 2024-11-27
0.7622
best: 0.851 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
16konGoPro
PSNR· 2024-11-27
33.99
best: 34.6 (AdaRevD)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588

Graphs30 results

Super-ResolutiononSet14 - 3x upscaling
PSNR· 2024-11-27
31.55
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet14 - 3x upscaling
SSIM· 2024-11-27
0.8616
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 4x upscaling
SSIM· 2024-11-27
0.9103
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-11-27
0.9311
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-11-27
0.938
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-11-27
0.9366
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 3x upscaling
PSNR· 2024-11-27
36.12
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 3x upscaling
SSIM· 2024-11-27
0.9588
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-11-27
0.9663
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-11-27
41.22
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-11-27
0.9846
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-11-27
28.72
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2024-11-27
31.07
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2024-11-27
0.902
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2024-11-27
29.67
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2024-11-27
0.8256
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-11-27
32.77
best: 33.12 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-11-27
0.9092
best: 0.9326 (WaveMixSR-V2)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 4x upscaling
PSNR· 2024-11-27
33.22
best: 33.38 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-11-27
35.27
best: 35.36 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-11-27
29.49
best: 29.54 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-11-27
0.8041
best: 0.894 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-11-27
35.2
best: 35.35 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-11-27
33.13
best: 33.19 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-11-27
35.16
best: 35.24 (HMA†)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-11-27
0.9505
best: 0.9516 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-11-27
38.87
best: 39.14 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-11-27
0.8514
best: 0.9481 (SPSR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-11-27
28.13
best: 28.16 (DRCT-L)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-11-27
0.7622
best: 0.851 (Edge-informed SR)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588

Audio4 results

10-shot image generationonHIDE (trained on GOPRO)
PSNR· 2024-11-27
31.64
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
1 Image, 2*2 StitchionHIDE (trained on GOPRO)
PSNR· 2024-11-27
31.64
SOTA
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
10-shot image generationonGoPro
PSNR· 2024-11-27
33.99
best: 35.98 (BSSTNet)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588
1 Image, 2*2 StitchionGoPro
PSNR· 2024-11-27
33.99
best: 34.6 (AdaRevD)
Hierarchical Information Flow for Generalized Efficient Image Restoration arXiv:2411.18588