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Models/Real-ESRGAN + uavs3e

Real-ESRGAN + uavs3e

Reported on 66 benchmarks across 11 tasks · 1 paper

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

Computer Vision30 results

  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • VideoonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Video Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Knowledge Base12 results

  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 2D Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Graphs6 results

  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • Super-ResolutiononMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Methodology6 results

  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3DonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Playing Games6 results

  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 3D Face AnimationonMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833

Audio6 results

  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over ERQA· 2021-07-22
    7.225
    best: 21.965 (bicubic + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over LPIPS· 2021-07-22
    2.633
    best: 0.559 (SwinIR + x264)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over MS-SSIM· 2021-07-22
    4.612
    best: 11.643 (EGVSR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over PSNR· 2021-07-22
    15.144
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over Subjective Score· 2021-07-22
    1.417
    best: 3.196 (SOF-VSR-BI + uavs3e)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833
  • 1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
    BSQ-rate over VMAF· 2021-07-22
    2.122
    best: 10.67 (COMISR + aomenc)
    Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic DataarXiv:2107.10833