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Models/RVRT

RVRT

Reported on 112 benchmarks across 17 tasks · 1 paper · 67 SOTA

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

Computer Vision58 results

  • DeblurringonDVD
    PSNR· 2022-06-05
    34.92
    best: 34.95 (BSSTNet)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • DeblurringonDVD
    SSIM· 2022-06-05
    97.38
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonSet8 sigma50
    PSNR· 2022-06-05
    31.33
    best: 31.77 (ReViD)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonDAVIS sigma30
    PSNR· 2022-06-05
    36.57
    best: 36.97 (ReViD)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonDAVIS sigma40
    PSNR· 2022-06-05
    35.47
    best: 35.83 (ReViD)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonSet8 sigma40
    PSNR· 2022-06-05
    32.21
    best: 32.66 (ReViD)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonDAVIS sigma50
    PSNR· 2022-06-05
    34.57
    best: 34.9 (ReViD)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Human Pose EstimationonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonVimeo90K
    SSIM· 2022-06-05
    0.9576
    best: 0.9819 (EMA-VFI)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonDAVIS sigma20
    PSNR· 2022-06-05
    38.05
    best: 38.5 (ReViD)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonSet8 sigma30
    PSNR· 2022-06-05
    33.3
    best: 33.78 (ReViD)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonSet8 sigma10
    PSNR· 2022-06-05
    37.53
    best: 38.07 (ReViD)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonSet8 sigma20
    PSNR· 2022-06-05
    34.83
    best: 35.35 (ReViD)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • VideoonDAVIS sigma10
    PSNR· 2022-06-05
    40.57
    best: 41.03 (ReViD)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Pose EstimationonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video RestorationonTAPE
    LPIPS· 2022-06-05
    0.117
    best: 0.052 (TAPE)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video RestorationonTAPE
    PSNR· 2022-06-05
    32.47
    best: 35.53 (TAPE)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video RestorationonTAPE
    SSIM· 2022-06-05
    0.896
    best: 0.946 (TAPE)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video RestorationonTAPE
    VMAF· 2022-06-05
    72.41
    best: 83.61 (TAPE)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video Super-ResolutiononUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Object Super-ResolutiononUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video derainingonVRDS
    PSNR· 2022-06-05
    28.24
    best: 32.04 (RainMamba)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Video derainingonVRDS
    SSIM· 2022-06-05
    0.8857
    best: 0.959 (Turtle)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Knowledge Base16 results

  • 2D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D Human Pose EstimationonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Absolute Human Pose EstimationonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Methodology10 results

  • 3DonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D ClassificationonDVD
    PSNR· 2022-06-05
    34.92
    best: 34.95 (BSSTNet)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 2D ClassificationonDVD
    SSIM· 2022-06-05
    97.38
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3DonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Audio10 results

  • 10-shot image generationonDVD
    PSNR· 2022-06-05
    34.92
    best: 34.95 (BSSTNet)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 10-shot image generationonDVD
    SSIM· 2022-06-05
    97.38
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 1 Image, 2*2 StitchionUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Graphs8 results

  • Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Super-ResolutiononUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Playing Games8 results

  • 3D Face AnimationonVid4 - 4x upscaling
    PSNR· 2022-06-05
    27.99
    best: 31.36 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonVid4 - 4x upscaling
    SSIM· 2022-06-05
    0.8462
    best: 0.933 (NeuriCam-net)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonVid4 - 4x upscaling - BD degradation
    PSNR· 2022-06-05
    29.54
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonVid4 - 4x upscaling - BD degradation
    SSIM· 2022-06-05
    0.881
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonVimeo90K
    SSIM· 2022-06-05
    0.9576
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonVimeo90K
    PSNR· 2022-06-05
    38.59
    best: 40.17 (iSeeBetter)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonUDM10 - 4x upscaling
    PSNR· 2022-06-05
    40.9
    best: 42.03 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • 3D Face AnimationonUDM10 - 4x upscaling
    SSIM· 2022-06-05
    0.9729
    best: 0.9814 (NeuriCam-net)
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146

Computer Code2 results

  • Blind Image DeblurringonDVD
    PSNR· 2022-06-05
    34.92
    best: 34.95 (BSSTNet)
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146
  • Blind Image DeblurringonDVD
    SSIM· 2022-06-05
    97.38
    SOTA
    Recurrent Video Restoration Transformer with Guided Deformable AttentionarXiv:2206.02146