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Models/GP-Art

GP-Art

Reported on 33 benchmarks across 11 tasks

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

Computer Vision15 results

  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)
  • VideoonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • VideoonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • VideoonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)

Knowledge Base6 results

  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)

Graphs3 results

  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • Super-ResolutiononMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)

Methodology3 results

  • 3DonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 3DonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 3DonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)

Playing Games3 results

  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 3D Face AnimationonMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)

Audio3 results

  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    LPIPS
    0.244
    best: 0.177 (BSRGAN)
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    PSNR
    30.5
    best: 31.28 (VEAI-AHQ-12)
  • 1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
    SSIM
    0.851
    best: 0.939 (iSeeBetter)