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Models/RealBasicVSR

RealBasicVSR

Reported on 36 benchmarks across 11 tasks · 2 papers · 3 SOTA

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

Computer Vision18 results

  • VideoonVideoLQ
    BRISQUE· 2022-08-25
    29.2103
    SOTA
    Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video DenoisingarXiv:2208.11803
  • VideoonVideoLQ
    NIQE· 2022-08-25
    4.2167
    SOTA
    Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video DenoisingarXiv:2208.11803
  • VideoonVideoLQ
    PIQE· 2022-08-25
    48.0369
    SOTA
    Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video DenoisingarXiv:2208.11803
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • VideoonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • VideoonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • VideoonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704

Knowledge Base6 results

  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704

Graphs3 results

  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704

Methodology3 results

  • 3DonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3DonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3DonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704

Playing Games3 results

  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704

Audio3 results

  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    LPIPS· 2021-11-24
    0.201
    best: 0.177 (BSRGAN)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    PSNR· 2021-11-24
    29.54
    best: 31.28 (VEAI-AHQ-12)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    SSIM· 2021-11-24
    0.838
    best: 0.939 (iSeeBetter)
    Investigating Tradeoffs in Real-World Video Super-ResolutionarXiv:2111.12704