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Models/DSRN

DSRN

Reported on 29 benchmarks across 9 tasks · 1 paper

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

Computer Vision14 results

Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-05-07
28.07
best: 29.54 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-05-07
0.77
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-05-07
25.08
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-05-07
0.747
best: 0.9481 (SPSR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-05-07
27.25
best: 28.16 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-05-07
0.724
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-05-07
28.07
best: 29.54 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-05-07
0.77
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-05-07
25.08
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-05-07
0.747
best: 0.9481 (SPSR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-05-07
27.25
best: 28.16 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-05-07
0.724
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Face ReconstructiononAFLW-19
NME_diag (%, Full)
1.86
best: 3.92 (CFSS)
3D Face ReconstructiononAFLW-19
NME_diag (%, Full)
1.86
best: 3.92 (CFSS)

Methodology7 results

16konSet14 - 4x upscaling
PSNR· 2018-05-07
28.07
best: 29.54 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
16konSet14 - 4x upscaling
SSIM· 2018-05-07
0.77
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
16konUrban100 - 4x upscaling
PSNR· 2018-05-07
25.08
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
16konUrban100 - 4x upscaling
SSIM· 2018-05-07
0.747
best: 0.9481 (SPSR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
16konBSD100 - 4x upscaling
PSNR· 2018-05-07
27.25
best: 28.16 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
16konBSD100 - 4x upscaling
SSIM· 2018-05-07
0.724
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
3DonAFLW-19
NME_diag (%, Full)
1.86
best: 3.92 (CFSS)

Graphs6 results

Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-05-07
28.07
best: 29.54 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-05-07
0.77
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-05-07
25.08
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-05-07
0.747
best: 0.9481 (SPSR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-05-07
27.25
best: 28.16 (DRCT-L)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-05-07
0.724
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Dual-State Recurrent Networks arXiv:1805.02704

Music1 result

Facial Recognition and ModellingonAFLW-19
NME_diag (%, Full)
1.86
best: 3.92 (CFSS)

Medical1 result

3D Face ModellingonAFLW-19
NME_diag (%, Full)
1.86
best: 3.92 (CFSS)