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Models/DBPN-RES-MR64-3

DBPN-RES-MR64-3

Reported on 112 benchmarks across 4 tasks · 1 paper · 100 SOTA

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

Computer Vision56 results

Image Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-04-04
23.2
best: 23.24 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-04-04
0.652
best: 0.6523 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-04-04
34.09
best: 35.36 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-04-04
0.921
best: 0.9311 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-04-04
29.03
best: 29.54 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-04-04
25.71
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-04-04
0.813
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 2x upscaling
PSNR· 2019-04-04
32.31
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 2x upscaling
SSIM· 2019-04-04
0.901
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-04-04
31.74
best: 33.19 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-04-04
0.921
best: 0.9366 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-04-04
32.92
best: 35.24 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-04-04
0.935
best: 0.9516 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 8x upscaling
PSNR· 2019-04-04
25.05
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 8x upscaling
SSIM· 2019-04-04
0.607
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-04-04
25.41
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-04-04
0.657
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 4x upscaling
PSNR· 2019-04-04
27.82
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononBSDS100 - 4x upscaling
SSIM· 2019-04-04
0.744
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-04-04
0.96
best: 0.9663 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-04-04
39.28
best: 41.22 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-04-04
0.977
best: 0.9846 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-04-04
27.51
best: 29.03 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-04-04
0.793
best: 0.8299 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-04-04
27.08
best: 28.72 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-04-04
23.2
best: 23.24 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-04-04
0.652
best: 0.6523 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-04-04
34.09
best: 35.36 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-04-04
0.921
best: 0.9311 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-04-04
29.03
best: 29.54 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-04-04
25.71
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-04-04
0.813
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 2x upscaling
PSNR· 2019-04-04
32.31
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 2x upscaling
SSIM· 2019-04-04
0.901
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-04-04
31.74
best: 33.19 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-04-04
0.921
best: 0.9366 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-04-04
32.92
best: 35.24 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-04-04
0.935
best: 0.9516 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 8x upscaling
PSNR· 2019-04-04
25.05
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 8x upscaling
SSIM· 2019-04-04
0.607
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-04-04
25.41
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-04-04
0.657
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 4x upscaling
PSNR· 2019-04-04
27.82
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononBSDS100 - 4x upscaling
SSIM· 2019-04-04
0.744
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-04-04
0.96
best: 0.9663 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-04-04
39.28
best: 41.22 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-04-04
0.977
best: 0.9846 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-04-04
27.51
best: 29.03 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-04-04
0.793
best: 0.8299 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-04-04
27.08
best: 28.72 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-04-04
0.791
best: 0.894 (Edge-informed SR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-04-04
38.08
best: 39.14 (DRCT-L)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-04-04
0.814
best: 0.9481 (SPSR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-04-04
0.791
best: 0.894 (Edge-informed SR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-04-04
38.08
best: 39.14 (DRCT-L)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-04-04
0.814
best: 0.9481 (SPSR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677

Graphs28 results

Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-04-04
23.2
best: 23.24 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-04-04
0.652
best: 0.6523 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-04-04
34.09
best: 35.36 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 2x upscaling
SSIM· 2019-04-04
0.921
best: 0.9311 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-04-04
29.03
best: 29.54 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-04-04
25.71
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-04-04
0.813
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 2x upscaling
PSNR· 2019-04-04
32.31
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 2x upscaling
SSIM· 2019-04-04
0.901
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-04-04
31.74
best: 33.19 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-04-04
0.921
best: 0.9366 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-04-04
32.92
best: 35.24 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2019-04-04
0.935
best: 0.9516 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 8x upscaling
PSNR· 2019-04-04
25.05
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 8x upscaling
SSIM· 2019-04-04
0.607
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-04-04
25.41
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-04-04
0.657
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 4x upscaling
PSNR· 2019-04-04
27.82
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononBSDS100 - 4x upscaling
SSIM· 2019-04-04
0.744
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet5 - 2x upscaling
SSIM· 2019-04-04
0.96
best: 0.9663 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-04-04
39.28
best: 41.22 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononManga109 - 2x upscaling
SSIM· 2019-04-04
0.977
best: 0.9846 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-04-04
27.51
best: 29.03 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-04-04
0.793
best: 0.8299 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-04-04
27.08
best: 28.72 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-04-04
0.791
best: 0.894 (Edge-informed SR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-04-04
38.08
best: 39.14 (DRCT-L)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-04-04
0.814
best: 0.9481 (SPSR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677

Methodology28 results

16konUrban100 - 8x upscaling
PSNR· 2019-04-04
23.2
best: 23.24 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konUrban100 - 8x upscaling
SSIM· 2019-04-04
0.652
best: 0.6523 (DRLN+)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 2x upscaling
PSNR· 2019-04-04
34.09
best: 35.36 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 2x upscaling
SSIM· 2019-04-04
0.921
best: 0.9311 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 4x upscaling
PSNR· 2019-04-04
29.03
best: 29.54 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 8x upscaling
PSNR· 2019-04-04
25.71
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 8x upscaling
SSIM· 2019-04-04
0.813
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 2x upscaling
PSNR· 2019-04-04
32.31
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 2x upscaling
SSIM· 2019-04-04
0.901
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 4x upscaling
PSNR· 2019-04-04
31.74
best: 33.19 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 4x upscaling
SSIM· 2019-04-04
0.921
best: 0.9366 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konUrban100 - 2x upscaling
PSNR· 2019-04-04
32.92
best: 35.24 (HMA†)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konUrban100 - 2x upscaling
SSIM· 2019-04-04
0.935
best: 0.9516 (DRCT-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 8x upscaling
PSNR· 2019-04-04
25.05
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 8x upscaling
SSIM· 2019-04-04
0.607
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 8x upscaling
PSNR· 2019-04-04
25.41
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 8x upscaling
SSIM· 2019-04-04
0.657
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 4x upscaling
PSNR· 2019-04-04
27.82
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konBSDS100 - 4x upscaling
SSIM· 2019-04-04
0.744
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet5 - 2x upscaling
SSIM· 2019-04-04
0.96
best: 0.9663 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 2x upscaling
PSNR· 2019-04-04
39.28
best: 41.22 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konManga109 - 2x upscaling
SSIM· 2019-04-04
0.977
best: 0.9846 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet5 - 8x upscaling
PSNR· 2019-04-04
27.51
best: 29.03 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet5 - 8x upscaling
SSIM· 2019-04-04
0.793
best: 0.8299 (MFSRCNN)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konUrban100 - 4x upscaling
PSNR· 2019-04-04
27.08
best: 28.72 (Hi-IR-L)
SOTA
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet14 - 4x upscaling
SSIM· 2019-04-04
0.791
best: 0.894 (Edge-informed SR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konSet5 - 2x upscaling
PSNR· 2019-04-04
38.08
best: 39.14 (DRCT-L)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677
16konUrban100 - 4x upscaling
SSIM· 2019-04-04
0.814
best: 0.9481 (SPSR)
Deep Back-Projection Networks for Single Image Super-resolution arXiv:1904.05677