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Models/IMDN

IMDN

Reported on 56 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 Vision28 results

Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-09-26
32.19
best: 33.12 (WaveMixSR-V2)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-09-26
30.32
best: 31.55 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-09-26
33.63
best: 35.36 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-26
28.58
best: 29.54 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-09-26
34.36
best: 35.35 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-09-26
30.45
best: 33.19 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-09-26
32.17
best: 35.24 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-09-26
33.61
best: 36.12 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-09-26
38
best: 39.14 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-09-26
38.88
best: 41.22 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-09-26
26.04
best: 28.72 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-09-26
28.17
best: 31.07 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-26
27.56
best: 28.16 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-09-26
29.09
best: 29.67 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-09-26
32.19
best: 33.12 (WaveMixSR-V2)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-09-26
30.32
best: 31.55 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-09-26
33.63
best: 35.36 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-26
28.58
best: 29.54 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-09-26
34.36
best: 35.35 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-09-26
30.45
best: 33.19 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-09-26
32.17
best: 35.24 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-09-26
33.61
best: 36.12 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-09-26
38
best: 39.14 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-09-26
38.88
best: 41.22 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-09-26
26.04
best: 28.72 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-09-26
28.17
best: 31.07 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-26
27.56
best: 28.16 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-09-26
29.09
best: 29.67 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856

Graphs14 results

Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2019-09-26
32.19
best: 33.12 (WaveMixSR-V2)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononSet14 - 3x upscaling
PSNR· 2019-09-26
30.32
best: 31.55 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2019-09-26
33.63
best: 35.36 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-26
28.58
best: 29.54 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2019-09-26
34.36
best: 35.35 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-09-26
30.45
best: 33.19 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2019-09-26
32.17
best: 35.24 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononManga109 - 3x upscaling
PSNR· 2019-09-26
33.61
best: 36.12 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2019-09-26
38
best: 39.14 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2019-09-26
38.88
best: 41.22 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-09-26
26.04
best: 28.72 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2019-09-26
28.17
best: 31.07 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-26
27.56
best: 28.16 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2019-09-26
29.09
best: 29.67 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856

Methodology14 results

16konBSD100 - 2x upscaling
PSNR· 2019-09-26
32.19
best: 33.12 (WaveMixSR-V2)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konSet14 - 3x upscaling
PSNR· 2019-09-26
30.32
best: 31.55 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konSet14 - 2x upscaling
PSNR· 2019-09-26
33.63
best: 35.36 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konSet14 - 4x upscaling
PSNR· 2019-09-26
28.58
best: 29.54 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konSet5 - 3x upscaling
PSNR· 2019-09-26
34.36
best: 35.35 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konManga109 - 4x upscaling
PSNR· 2019-09-26
30.45
best: 33.19 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konUrban100 - 2x upscaling
PSNR· 2019-09-26
32.17
best: 35.24 (HMA†)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konManga109 - 3x upscaling
PSNR· 2019-09-26
33.61
best: 36.12 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konSet5 - 2x upscaling
PSNR· 2019-09-26
38
best: 39.14 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konManga109 - 2x upscaling
PSNR· 2019-09-26
38.88
best: 41.22 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konUrban100 - 4x upscaling
PSNR· 2019-09-26
26.04
best: 28.72 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konUrban100 - 3x upscaling
PSNR· 2019-09-26
28.17
best: 31.07 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konBSD100 - 4x upscaling
PSNR· 2019-09-26
27.56
best: 28.16 (DRCT-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856
16konBSD100 - 3x upscaling
PSNR· 2019-09-26
29.09
best: 29.67 (Hi-IR-L)
Lightweight Image Super-Resolution with Information Multi-distillation Network arXiv:1909.11856