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Models/IART

IART

Reported on 44 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 Vision20 results

  • 3D Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • VideoonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • VideoonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Pose EstimationonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Pose EstimationonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Video Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Video Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Object Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Object Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • VideoonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • VideoonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Pose EstimationonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Pose EstimationonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Video Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Video Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Object Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163

Knowledge Base8 results

  • 2D Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 2D Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Absolute Human Pose EstimationonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Absolute Human Pose EstimationonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 2D Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Absolute Human Pose EstimationonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163

Graphs4 results

  • Super-ResolutiononREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Super-ResolutiononREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Super-ResolutiononVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • Super-ResolutiononVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163

Methodology4 results

  • 3DonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3DonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3DonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3DonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163

Playing Games4 results

  • 3D Face AnimationonREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Face AnimationonREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Face AnimationonVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 3D Face AnimationonVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163

Audio4 results

  • 1 Image, 2*2 StitchionREDS4- 4x upscaling
    PSNR· 2023-04-29
    32.9
    best: 33.06 (LRTI-VSR)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 1 Image, 2*2 StitchionREDS4- 4x upscaling
    SSIM· 2023-04-29
    0.9138
    best: 0.9195 (EvTexture+)
    SOTA
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    PSNR· 2023-04-29
    28.26
    best: 31.36 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163
  • 1 Image, 2*2 StitchionVid4 - 4x upscaling
    SSIM· 2023-04-29
    0.8517
    best: 0.933 (NeuriCam-net)
    Enhancing Video Super-Resolution via Implicit Resampling-based AlignmentarXiv:2305.00163