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Models/LapSRN

LapSRN

Reported on 16 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 Vision8 results

Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2017-04-12
25.21
best: 28.72 (Hi-IR-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2017-04-12
0.756
best: 0.9481 (SPSR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2017-04-12
27.32
best: 28.16 (DRCT-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2017-04-12
0.728
best: 0.851 (Edge-informed SR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2017-04-12
25.21
best: 28.72 (Hi-IR-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2017-04-12
0.756
best: 0.9481 (SPSR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2017-04-12
27.32
best: 28.16 (DRCT-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2017-04-12
0.728
best: 0.851 (Edge-informed SR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915

Graphs4 results

Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2017-04-12
25.21
best: 28.72 (Hi-IR-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2017-04-12
0.756
best: 0.9481 (SPSR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2017-04-12
27.32
best: 28.16 (DRCT-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2017-04-12
0.728
best: 0.851 (Edge-informed SR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915

Methodology4 results

16konUrban100 - 4x upscaling
PSNR· 2017-04-12
25.21
best: 28.72 (Hi-IR-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
16konUrban100 - 4x upscaling
SSIM· 2017-04-12
0.756
best: 0.9481 (SPSR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
16konBSD100 - 4x upscaling
PSNR· 2017-04-12
27.32
best: 28.16 (DRCT-L)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915
16konBSD100 - 4x upscaling
SSIM· 2017-04-12
0.728
best: 0.851 (Edge-informed SR)
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution arXiv:1704.03915