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Models/SROOE

SROOE

Reported on 92 benchmarks across 4 tasks · 1 paper · 32 SOTA

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

Computer Vision46 results

Image Super-ResolutiononGeneral100 - 4x upscaling
LPIPS· 2022-11-24
0.0753
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononGeneral100 - 4x upscaling
LR-PSNR· 2022-11-24
50.11
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2022-11-24
0.0957
best: 0.0893 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononManga109 - 4x upscaling
DISTS· 2022-11-24
0.0351
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononManga109 - 4x upscaling
LPIPS· 2022-11-24
0.0524
best: 0.0461 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononManga109 - 4x upscaling
LR-PSNR· 2022-11-24
48.77
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononUrban100 - 4x upscaling
DISTS· 2022-11-24
0.0764
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononUrban100 - 4x upscaling
LR-PSNR· 2022-11-24
48.32
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononGeneral100 - 4x upscaling
LPIPS· 2022-11-24
0.0753
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononGeneral100 - 4x upscaling
LR-PSNR· 2022-11-24
50.11
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2022-11-24
0.0957
best: 0.0893 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononManga109 - 4x upscaling
DISTS· 2022-11-24
0.0351
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononManga109 - 4x upscaling
LPIPS· 2022-11-24
0.0524
best: 0.0461 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononManga109 - 4x upscaling
LR-PSNR· 2022-11-24
48.77
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononUrban100 - 4x upscaling
DISTS· 2022-11-24
0.0764
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononUrban100 - 4x upscaling
LR-PSNR· 2022-11-24
48.32
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononGeneral100 - 4x upscaling
DISTS· 2022-11-24
0.0795
best: 0.1205 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononGeneral100 - 4x upscaling
PSNR· 2022-11-24
28.74
best: 29.94 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononGeneral100 - 4x upscaling
SSIM· 2022-11-24
0.8297
best: 0.8629 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononDIV2K val - 4x upscaling
DISTS· 2022-11-24
0.0491
best: 0.1169 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononDIV2K val - 4x upscaling
LRPSNR· 2022-11-24
50.8
best: 53.3 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2022-11-24
27.69
best: 29.25 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2022-11-24
0.7932
best: 0.9017 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2022-11-24
28.08
best: 33.19 (HMA†)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2022-11-24
0.8554
best: 0.9366 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2022-11-24
0.1065
best: 0.0945 (AESOP)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2022-11-24
24.33
best: 28.72 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2022-11-24
0.7707
best: 0.9481 (SPSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2022-11-24
0.15
best: 0.1209 (Config (e))
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2022-11-24
24.87
best: 28.16 (DRCT-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2022-11-24
0.6869
best: 0.851 (Edge-informed SR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononGeneral100 - 4x upscaling
DISTS· 2022-11-24
0.0795
best: 0.1205 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononGeneral100 - 4x upscaling
PSNR· 2022-11-24
28.74
best: 29.94 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononGeneral100 - 4x upscaling
SSIM· 2022-11-24
0.8297
best: 0.8629 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononDIV2K val - 4x upscaling
DISTS· 2022-11-24
0.0491
best: 0.1169 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononDIV2K val - 4x upscaling
LRPSNR· 2022-11-24
50.8
best: 53.3 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2022-11-24
27.69
best: 29.25 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2022-11-24
0.7932
best: 0.9017 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2022-11-24
28.08
best: 33.19 (HMA†)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2022-11-24
0.8554
best: 0.9366 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2022-11-24
0.1065
best: 0.0945 (AESOP)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2022-11-24
24.33
best: 28.72 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2022-11-24
0.7707
best: 0.9481 (SPSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2022-11-24
0.15
best: 0.1209 (Config (e))
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2022-11-24
24.87
best: 28.16 (DRCT-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2022-11-24
0.6869
best: 0.851 (Edge-informed SR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676

Graphs23 results

Super-ResolutiononGeneral100 - 4x upscaling
LPIPS· 2022-11-24
0.0753
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononGeneral100 - 4x upscaling
LR-PSNR· 2022-11-24
50.11
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2022-11-24
0.0957
best: 0.0893 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononManga109 - 4x upscaling
DISTS· 2022-11-24
0.0351
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononManga109 - 4x upscaling
LPIPS· 2022-11-24
0.0524
best: 0.0461 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononManga109 - 4x upscaling
LR-PSNR· 2022-11-24
48.77
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononUrban100 - 4x upscaling
DISTS· 2022-11-24
0.0764
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononUrban100 - 4x upscaling
LR-PSNR· 2022-11-24
48.32
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononGeneral100 - 4x upscaling
DISTS· 2022-11-24
0.0795
best: 0.1205 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononGeneral100 - 4x upscaling
PSNR· 2022-11-24
28.74
best: 29.94 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononGeneral100 - 4x upscaling
SSIM· 2022-11-24
0.8297
best: 0.8629 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononDIV2K val - 4x upscaling
DISTS· 2022-11-24
0.0491
best: 0.1169 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononDIV2K val - 4x upscaling
LRPSNR· 2022-11-24
50.8
best: 53.3 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2022-11-24
27.69
best: 29.25 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2022-11-24
0.7932
best: 0.9017 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2022-11-24
28.08
best: 33.19 (HMA†)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2022-11-24
0.8554
best: 0.9366 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2022-11-24
0.1065
best: 0.0945 (AESOP)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2022-11-24
24.33
best: 28.72 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2022-11-24
0.7707
best: 0.9481 (SPSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2022-11-24
0.15
best: 0.1209 (Config (e))
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2022-11-24
24.87
best: 28.16 (DRCT-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2022-11-24
0.6869
best: 0.851 (Edge-informed SR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676

Methodology23 results

16konGeneral100 - 4x upscaling
LPIPS· 2022-11-24
0.0753
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konGeneral100 - 4x upscaling
LR-PSNR· 2022-11-24
50.11
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konDIV2K val - 4x upscaling
LPIPS· 2022-11-24
0.0957
best: 0.0893 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konManga109 - 4x upscaling
DISTS· 2022-11-24
0.0351
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konManga109 - 4x upscaling
LPIPS· 2022-11-24
0.0524
best: 0.0461 (AESOP)
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konManga109 - 4x upscaling
LR-PSNR· 2022-11-24
48.77
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konUrban100 - 4x upscaling
DISTS· 2022-11-24
0.0764
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konUrban100 - 4x upscaling
LR-PSNR· 2022-11-24
48.32
SOTA
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konGeneral100 - 4x upscaling
DISTS· 2022-11-24
0.0795
best: 0.1205 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konGeneral100 - 4x upscaling
PSNR· 2022-11-24
28.74
best: 29.94 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konGeneral100 - 4x upscaling
SSIM· 2022-11-24
0.8297
best: 0.8629 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konDIV2K val - 4x upscaling
DISTS· 2022-11-24
0.0491
best: 0.1169 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konDIV2K val - 4x upscaling
LRPSNR· 2022-11-24
50.8
best: 53.3 (FxSR-PD t=0.0)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konDIV2K val - 4x upscaling
PSNR· 2022-11-24
27.69
best: 29.25 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konDIV2K val - 4x upscaling
SSIM· 2022-11-24
0.7932
best: 0.9017 (EDSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konManga109 - 4x upscaling
PSNR· 2022-11-24
28.08
best: 33.19 (HMA†)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konManga109 - 4x upscaling
SSIM· 2022-11-24
0.8554
best: 0.9366 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konUrban100 - 4x upscaling
LPIPS· 2022-11-24
0.1065
best: 0.0945 (AESOP)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konUrban100 - 4x upscaling
PSNR· 2022-11-24
24.33
best: 28.72 (Hi-IR-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konUrban100 - 4x upscaling
SSIM· 2022-11-24
0.7707
best: 0.9481 (SPSR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konBSD100 - 4x upscaling
LPIPS· 2022-11-24
0.15
best: 0.1209 (Config (e))
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konBSD100 - 4x upscaling
PSNR· 2022-11-24
24.87
best: 28.16 (DRCT-L)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676
16konBSD100 - 4x upscaling
SSIM· 2022-11-24
0.6869
best: 0.851 (Edge-informed SR)
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation arXiv:2211.13676