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Models/EGVSR

EGVSR

Reported on 33 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 Vision15 results

3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
VideoonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
VideoonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
VideoonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Pose EstimationonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307

Knowledge Base6 results

2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307

Graphs3 results

Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
Super-ResolutiononMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307

Methodology3 results

3DonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3DonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3DonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307

Playing Games3 results

3D Face AnimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Face AnimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
3D Face AnimationonMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307

Audio3 results

1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
PSNR· 2021-07-12
26.33
best: 31.28 (VEAI-AHQ-12)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
SSIM· 2021-07-12
0.929
best: 0.939 (iSeeBetter)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307
1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
VMAF· 2021-07-12
60.39
best: 61.2 (TecoGAN)
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning arXiv:2107.05307