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Models/DAVSR

DAVSR

Reported on 22 benchmarks across 11 tasks · 1 paper · 22 SOTA

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

Computer Vision10 results

  • 3D Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • VideoonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • VideoonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • Pose EstimationonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • Pose EstimationonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • Video Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • Video Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Object Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Object Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765

Knowledge Base4 results

  • 2D Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 2D Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Absolute Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Absolute Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765

Graphs2 results

  • Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765

Methodology2 results

  • 3DonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3DonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765

Playing Games2 results

  • 3D Face AnimationonREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 3D Face AnimationonREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765

Audio2 results

  • 1 Image, 2*2 StitchionREDS4- 4x upscaling
    PSNR· 2022-07-21
    29.12
    best: 33.06 (LRTI-VSR)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765
  • 1 Image, 2*2 StitchionREDS4- 4x upscaling
    SSIM· 2022-07-21
    0.859
    best: 0.9195 (EvTexture+)
    SOTA
    Towards Interpretable Video Super-Resolution via Alternating OptimizationarXiv:2207.10765