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Models/+SPN

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Reported on 8 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 Vision4 results

Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-09-12
31.75
best: 33.19 (HMA†)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-09-12
0.9229
best: 0.9366 (Hi-IR-L)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-09-12
31.75
best: 33.19 (HMA†)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-09-12
0.9229
best: 0.9366 (Hi-IR-L)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023

Graphs2 results

Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-09-12
31.75
best: 33.19 (HMA†)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-09-12
0.9229
best: 0.9366 (Hi-IR-L)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023

Methodology2 results

16konManga109 - 4x upscaling
PSNR· 2023-09-12
31.75
best: 33.19 (HMA†)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023
16konManga109 - 4x upscaling
SSIM· 2023-09-12
0.9229
best: 0.9366 (Hi-IR-L)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration arXiv:2309.06023