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Models/CARN [[Ahn et al.2018]]

CARN [[Ahn et al.2018]]

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision6 results

Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2018-03-23
32.09
best: 33.12 (WaveMixSR-V2)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2018-03-23
33.52
best: 35.36 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2018-03-23
37.76
best: 39.14 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2018-03-23
32.09
best: 33.12 (WaveMixSR-V2)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2018-03-23
33.52
best: 35.36 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2018-03-23
37.76
best: 39.14 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664

Graphs3 results

Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2018-03-23
32.09
best: 33.12 (WaveMixSR-V2)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2018-03-23
33.52
best: 35.36 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2018-03-23
37.76
best: 39.14 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664

Methodology3 results

16konBSD100 - 2x upscaling
PSNR· 2018-03-23
32.09
best: 33.12 (WaveMixSR-V2)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
16konSet14 - 2x upscaling
PSNR· 2018-03-23
33.52
best: 35.36 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664
16konSet5 - 2x upscaling
PSNR· 2018-03-23
37.76
best: 39.14 (DRCT-L)
SOTA
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network arXiv:1803.08664