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Models/RankSRGAN

RankSRGAN

Reported on 12 benchmarks across 4 tasks · 2 papers

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

Computer Vision6 results

Image Super-ResolutiononDIV2K val - 4x upscaling
PSNR· uses extra data· 2023-03-29
26.55
best: 29.25 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
Image Super-ResolutiononDIV2K val - 4x upscaling
SSIM· uses extra data· 2023-03-29
0.75
best: 0.9017 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
3D Object Super-ResolutiononDIV2K val - 4x upscaling
PSNR· uses extra data· 2023-03-29
26.55
best: 29.25 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
3D Object Super-ResolutiononDIV2K val - 4x upscaling
SSIM· uses extra data· 2023-03-29
0.75
best: 0.9017 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
Image Super-ResolutiononPIRM-test
NIQE· 2019-08-18
2.51
best: 2.71 (SRGAN)
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution arXiv:1908.06382
3D Object Super-ResolutiononPIRM-test
NIQE· 2019-08-18
2.51
best: 2.71 (SRGAN)
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution arXiv:1908.06382

Graphs3 results

Super-ResolutiononDIV2K val - 4x upscaling
PSNR· uses extra data· 2023-03-29
26.55
best: 29.25 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
Super-ResolutiononDIV2K val - 4x upscaling
SSIM· uses extra data· 2023-03-29
0.75
best: 0.9017 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
Super-ResolutiononPIRM-test
NIQE· 2019-08-18
2.51
best: 2.71 (SRGAN)
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution arXiv:1908.06382

Methodology3 results

16konDIV2K val - 4x upscaling
PSNR· uses extra data· 2023-03-29
26.55
best: 29.25 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
16konDIV2K val - 4x upscaling
SSIM· uses extra data· 2023-03-29
0.75
best: 0.9017 (EDSR)
Implicit Diffusion Models for Continuous Super-Resolution arXiv:2303.16491
16konPIRM-test
NIQE· 2019-08-18
2.51
best: 2.71 (SRGAN)
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution arXiv:1908.06382