Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DRLN+

DRLN+

Reported on 152 benchmarks across 4 tasks · 1 paper · 108 SOTA

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

Computer Vision76 results

Image Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-06-28
23.24
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-06-28
0.6523
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-06-28
32.47
best: 33.12 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2019-06-28
0.9032
best: 0.9326 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-06-28
30.8
best: 31.55 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 3x upscaling
SSIM· 2019-06-28
0.8498
best: 0.8616 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-06-28
34.43
best: 35.36 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-06-28
0.9247
best: 0.9311 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-06-28
34.86
best: 35.35 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 3x upscaling
SSIM· 2019-06-28
0.9307
best: 0.938 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-06-28
31.78
best: 33.19 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-06-28
0.9211
best: 0.9366 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-06-28
33.54
best: 35.24 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-06-28
0.9402
best: 0.9516 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-06-28
34.94
best: 36.12 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 3x upscaling
SSIM· 2019-06-28
0.9518
best: 0.9588 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-06-28
25.06
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-06-28
0.607
best: 0.6075 (HAN+)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-06-28
38.34
best: 39.14 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-06-28
0.9619
best: 0.9663 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-06-28
39.75
best: 41.22 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-06-28
0.9792
best: 0.9846 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-06-28
29.37
best: 31.07 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2019-06-28
0.8746
best: 0.902 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-06-28
27.87
best: 28.16 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-06-28
29.4
best: 29.67 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2019-06-28
0.8125
best: 0.8256 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-06-28
23.24
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-06-28
0.6523
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-06-28
32.47
best: 33.12 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2019-06-28
0.9032
best: 0.9326 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-06-28
30.8
best: 31.55 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 3x upscaling
SSIM· 2019-06-28
0.8498
best: 0.8616 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-06-28
34.43
best: 35.36 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-06-28
0.9247
best: 0.9311 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-06-28
34.86
best: 35.35 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 3x upscaling
SSIM· 2019-06-28
0.9307
best: 0.938 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-06-28
31.78
best: 33.19 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-06-28
0.9211
best: 0.9366 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-06-28
33.54
best: 35.24 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-06-28
0.9402
best: 0.9516 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-06-28
34.94
best: 36.12 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 3x upscaling
SSIM· 2019-06-28
0.9518
best: 0.9588 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-06-28
25.06
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-06-28
0.607
best: 0.6075 (HAN+)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-06-28
38.34
best: 39.14 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-06-28
0.9619
best: 0.9663 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-06-28
39.75
best: 41.22 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-06-28
0.9792
best: 0.9846 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-06-28
29.37
best: 31.07 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2019-06-28
0.8746
best: 0.902 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-06-28
27.87
best: 28.16 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-06-28
29.4
best: 29.67 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2019-06-28
0.8125
best: 0.8256 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-06-28
29.02
best: 29.54 (DRCT-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-06-28
0.7914
best: 0.894 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-06-28
25.55
best: 25.71 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-06-28
0.8087
best: 0.813 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-06-28
25.4
best: 25.41 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-06-28
0.6547
best: 0.657 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-06-28
27.46
best: 29.03 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-06-28
0.7916
best: 0.8299 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-06-28
27.14
best: 28.72 (Hi-IR-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-06-28
0.8149
best: 0.9481 (SPSR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-06-28
0.7453
best: 0.851 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-06-28
29.02
best: 29.54 (DRCT-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-06-28
0.7914
best: 0.894 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-06-28
25.55
best: 25.71 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-06-28
0.8087
best: 0.813 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-06-28
25.4
best: 25.41 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-06-28
0.6547
best: 0.657 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-06-28
27.46
best: 29.03 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-06-28
0.7916
best: 0.8299 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-06-28
27.14
best: 28.72 (Hi-IR-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-06-28
0.8149
best: 0.9481 (SPSR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-06-28
0.7453
best: 0.851 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021

Graphs38 results

Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-06-28
23.24
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-06-28
0.6523
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-06-28
32.47
best: 33.12 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2019-06-28
0.9032
best: 0.9326 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-06-28
30.8
best: 31.55 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 3x upscaling
SSIM· 2019-06-28
0.8498
best: 0.8616 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-06-28
34.43
best: 35.36 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-06-28
0.9247
best: 0.9311 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-06-28
34.86
best: 35.35 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 3x upscaling
SSIM· 2019-06-28
0.9307
best: 0.938 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-06-28
31.78
best: 33.19 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-06-28
0.9211
best: 0.9366 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-06-28
33.54
best: 35.24 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-06-28
0.9402
best: 0.9516 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-06-28
34.94
best: 36.12 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 3x upscaling
SSIM· 2019-06-28
0.9518
best: 0.9588 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-06-28
25.06
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-06-28
0.607
best: 0.6075 (HAN+)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-06-28
38.34
best: 39.14 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-06-28
0.9619
best: 0.9663 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-06-28
39.75
best: 41.22 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-06-28
0.9792
best: 0.9846 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-06-28
29.37
best: 31.07 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2019-06-28
0.8746
best: 0.902 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-06-28
27.87
best: 28.16 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-06-28
29.4
best: 29.67 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2019-06-28
0.8125
best: 0.8256 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-06-28
29.02
best: 29.54 (DRCT-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-06-28
0.7914
best: 0.894 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-06-28
25.55
best: 25.71 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-06-28
0.8087
best: 0.813 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-06-28
25.4
best: 25.41 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-06-28
0.6547
best: 0.657 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-06-28
27.46
best: 29.03 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-06-28
0.7916
best: 0.8299 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-06-28
27.14
best: 28.72 (Hi-IR-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-06-28
0.8149
best: 0.9481 (SPSR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-06-28
0.7453
best: 0.851 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021

Methodology38 results

16konUrban100 - 8x upscaling
PSNR· 2019-06-28
23.24
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 8x upscaling
SSIM· 2019-06-28
0.6523
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 2x upscaling
PSNR· 2019-06-28
32.47
best: 33.12 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 2x upscaling
SSIM· 2019-06-28
0.9032
best: 0.9326 (WaveMixSR-V2)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 3x upscaling
PSNR· 2019-06-28
30.8
best: 31.55 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 3x upscaling
SSIM· 2019-06-28
0.8498
best: 0.8616 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 2x upscaling
PSNR· 2019-06-28
34.43
best: 35.36 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 2x upscaling
SSIM· 2019-06-28
0.9247
best: 0.9311 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 3x upscaling
PSNR· 2019-06-28
34.86
best: 35.35 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 3x upscaling
SSIM· 2019-06-28
0.9307
best: 0.938 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 4x upscaling
PSNR· 2019-06-28
31.78
best: 33.19 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 4x upscaling
SSIM· 2019-06-28
0.9211
best: 0.9366 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 2x upscaling
PSNR· 2019-06-28
33.54
best: 35.24 (HMA†)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 2x upscaling
SSIM· 2019-06-28
0.9402
best: 0.9516 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 3x upscaling
PSNR· 2019-06-28
34.94
best: 36.12 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 3x upscaling
SSIM· 2019-06-28
0.9518
best: 0.9588 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 8x upscaling
PSNR· 2019-06-28
25.06
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 8x upscaling
SSIM· 2019-06-28
0.607
best: 0.6075 (HAN+)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 2x upscaling
PSNR· 2019-06-28
38.34
best: 39.14 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 2x upscaling
SSIM· 2019-06-28
0.9619
best: 0.9663 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 2x upscaling
PSNR· 2019-06-28
39.75
best: 41.22 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 2x upscaling
SSIM· 2019-06-28
0.9792
best: 0.9846 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 3x upscaling
PSNR· 2019-06-28
29.37
best: 31.07 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 3x upscaling
SSIM· 2019-06-28
0.8746
best: 0.902 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 4x upscaling
PSNR· 2019-06-28
27.87
best: 28.16 (DRCT-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 3x upscaling
PSNR· 2019-06-28
29.4
best: 29.67 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 3x upscaling
SSIM· 2019-06-28
0.8125
best: 0.8256 (Hi-IR-L)
SOTA
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 4x upscaling
PSNR· 2019-06-28
29.02
best: 29.54 (DRCT-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 4x upscaling
SSIM· 2019-06-28
0.7914
best: 0.894 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 8x upscaling
PSNR· 2019-06-28
25.55
best: 25.71 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konManga109 - 8x upscaling
SSIM· 2019-06-28
0.8087
best: 0.813 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 8x upscaling
PSNR· 2019-06-28
25.4
best: 25.41 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet14 - 8x upscaling
SSIM· 2019-06-28
0.6547
best: 0.657 (DBPN-RES-MR64-3)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 8x upscaling
PSNR· 2019-06-28
27.46
best: 29.03 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konSet5 - 8x upscaling
SSIM· 2019-06-28
0.7916
best: 0.8299 (MFSRCNN)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 4x upscaling
PSNR· 2019-06-28
27.14
best: 28.72 (Hi-IR-L)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konUrban100 - 4x upscaling
SSIM· 2019-06-28
0.8149
best: 0.9481 (SPSR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021
16konBSD100 - 4x upscaling
SSIM· 2019-06-28
0.7453
best: 0.851 (Edge-informed SR)
Densely Residual Laplacian Super-Resolution arXiv:1906.12021