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Models/CSNLN

CSNLN

Reported on 112 benchmarks across 4 tasks · 1 paper

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

Computer Vision56 results

Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2020-06-02
32.4
best: 33.12 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2020-06-02
0.9024
best: 0.9326 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 3x upscaling
PSNR· 2020-06-02
30.66
best: 31.55 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 3x upscaling
SSIM· 2020-06-02
0.8482
best: 0.8616 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2020-06-02
34.12
best: 35.36 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 2x upscaling
SSIM· 2020-06-02
0.9223
best: 0.9311 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-06-02
28.95
best: 29.54 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-06-02
0.7888
best: 0.894 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2020-06-02
34.74
best: 35.35 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet5 - 3x upscaling
SSIM· 2020-06-02
0.93
best: 0.938 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2020-06-02
31.43
best: 33.19 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2020-06-02
0.9201
best: 0.9366 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2020-06-02
33.25
best: 35.24 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2020-06-02
0.9386
best: 0.9516 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 3x upscaling
PSNR· 2020-06-02
34.45
best: 36.12 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 3x upscaling
SSIM· 2020-06-02
0.9502
best: 0.9588 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2020-06-02
38.28
best: 39.14 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononSet5 - 2x upscaling
SSIM· 2020-06-02
0.9616
best: 0.9663 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2020-06-02
39.37
best: 41.22 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononManga109 - 2x upscaling
SSIM· 2020-06-02
0.9785
best: 0.9846 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-06-02
27.22
best: 28.72 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-06-02
0.8168
best: 0.9481 (SPSR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2020-06-02
29.13
best: 31.07 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2020-06-02
0.8712
best: 0.902 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-06-02
27.8
best: 28.16 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-06-02
0.7439
best: 0.851 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2020-06-02
29.33
best: 29.67 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Image Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2020-06-02
0.8105
best: 0.8256 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2020-06-02
32.4
best: 33.12 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2020-06-02
0.9024
best: 0.9326 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· 2020-06-02
30.66
best: 31.55 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 3x upscaling
SSIM· 2020-06-02
0.8482
best: 0.8616 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2020-06-02
34.12
best: 35.36 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 2x upscaling
SSIM· 2020-06-02
0.9223
best: 0.9311 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-06-02
28.95
best: 29.54 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-06-02
0.7888
best: 0.894 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2020-06-02
34.74
best: 35.35 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet5 - 3x upscaling
SSIM· 2020-06-02
0.93
best: 0.938 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2020-06-02
31.43
best: 33.19 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2020-06-02
0.9201
best: 0.9366 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2020-06-02
33.25
best: 35.24 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2020-06-02
0.9386
best: 0.9516 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 3x upscaling
PSNR· 2020-06-02
34.45
best: 36.12 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 3x upscaling
SSIM· 2020-06-02
0.9502
best: 0.9588 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2020-06-02
38.28
best: 39.14 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononSet5 - 2x upscaling
SSIM· 2020-06-02
0.9616
best: 0.9663 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2020-06-02
39.37
best: 41.22 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononManga109 - 2x upscaling
SSIM· 2020-06-02
0.9785
best: 0.9846 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-06-02
27.22
best: 28.72 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-06-02
0.8168
best: 0.9481 (SPSR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2020-06-02
29.13
best: 31.07 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2020-06-02
0.8712
best: 0.902 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-06-02
27.8
best: 28.16 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-06-02
0.7439
best: 0.851 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2020-06-02
29.33
best: 29.67 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
3D Object Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2020-06-02
0.8105
best: 0.8256 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424

Graphs28 results

Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2020-06-02
32.4
best: 33.12 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2020-06-02
0.9024
best: 0.9326 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 3x upscaling
PSNR· 2020-06-02
30.66
best: 31.55 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 3x upscaling
SSIM· 2020-06-02
0.8482
best: 0.8616 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2020-06-02
34.12
best: 35.36 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 2x upscaling
SSIM· 2020-06-02
0.9223
best: 0.9311 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-06-02
28.95
best: 29.54 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-06-02
0.7888
best: 0.894 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2020-06-02
34.74
best: 35.35 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet5 - 3x upscaling
SSIM· 2020-06-02
0.93
best: 0.938 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2020-06-02
31.43
best: 33.19 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2020-06-02
0.9201
best: 0.9366 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2020-06-02
33.25
best: 35.24 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2020-06-02
0.9386
best: 0.9516 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 3x upscaling
PSNR· 2020-06-02
34.45
best: 36.12 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 3x upscaling
SSIM· 2020-06-02
0.9502
best: 0.9588 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2020-06-02
38.28
best: 39.14 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononSet5 - 2x upscaling
SSIM· 2020-06-02
0.9616
best: 0.9663 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2020-06-02
39.37
best: 41.22 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononManga109 - 2x upscaling
SSIM· 2020-06-02
0.9785
best: 0.9846 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-06-02
27.22
best: 28.72 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-06-02
0.8168
best: 0.9481 (SPSR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2020-06-02
29.13
best: 31.07 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononUrban100 - 3x upscaling
SSIM· 2020-06-02
0.8712
best: 0.902 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-06-02
27.8
best: 28.16 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-06-02
0.7439
best: 0.851 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2020-06-02
29.33
best: 29.67 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
Super-ResolutiononBSD100 - 3x upscaling
SSIM· 2020-06-02
0.8105
best: 0.8256 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424

Methodology28 results

16konBSD100 - 2x upscaling
PSNR· 2020-06-02
32.4
best: 33.12 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konBSD100 - 2x upscaling
SSIM· 2020-06-02
0.9024
best: 0.9326 (WaveMixSR-V2)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 3x upscaling
PSNR· 2020-06-02
30.66
best: 31.55 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 3x upscaling
SSIM· 2020-06-02
0.8482
best: 0.8616 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 2x upscaling
PSNR· 2020-06-02
34.12
best: 35.36 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 2x upscaling
SSIM· 2020-06-02
0.9223
best: 0.9311 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 4x upscaling
PSNR· 2020-06-02
28.95
best: 29.54 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet14 - 4x upscaling
SSIM· 2020-06-02
0.7888
best: 0.894 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet5 - 3x upscaling
PSNR· 2020-06-02
34.74
best: 35.35 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet5 - 3x upscaling
SSIM· 2020-06-02
0.93
best: 0.938 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 4x upscaling
PSNR· 2020-06-02
31.43
best: 33.19 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 4x upscaling
SSIM· 2020-06-02
0.9201
best: 0.9366 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 2x upscaling
PSNR· 2020-06-02
33.25
best: 35.24 (HMA†)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 2x upscaling
SSIM· 2020-06-02
0.9386
best: 0.9516 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 3x upscaling
PSNR· 2020-06-02
34.45
best: 36.12 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 3x upscaling
SSIM· 2020-06-02
0.9502
best: 0.9588 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet5 - 2x upscaling
PSNR· 2020-06-02
38.28
best: 39.14 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konSet5 - 2x upscaling
SSIM· 2020-06-02
0.9616
best: 0.9663 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 2x upscaling
PSNR· 2020-06-02
39.37
best: 41.22 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konManga109 - 2x upscaling
SSIM· 2020-06-02
0.9785
best: 0.9846 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 4x upscaling
PSNR· 2020-06-02
27.22
best: 28.72 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 4x upscaling
SSIM· 2020-06-02
0.8168
best: 0.9481 (SPSR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 3x upscaling
PSNR· 2020-06-02
29.13
best: 31.07 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konUrban100 - 3x upscaling
SSIM· 2020-06-02
0.8712
best: 0.902 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konBSD100 - 4x upscaling
PSNR· 2020-06-02
27.8
best: 28.16 (DRCT-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konBSD100 - 4x upscaling
SSIM· 2020-06-02
0.7439
best: 0.851 (Edge-informed SR)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konBSD100 - 3x upscaling
PSNR· 2020-06-02
29.33
best: 29.67 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424
16konBSD100 - 3x upscaling
SSIM· 2020-06-02
0.8105
best: 0.8256 (Hi-IR-L)
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining arXiv:2006.01424