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Models/BasicVsr++RD

BasicVsr++RD

Reported on 33 benchmarks across 11 tasks · 1 paper · 11 SOTA

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· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
VideoonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
VideoonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
VideoonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Pose EstimationonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Video Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Object Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371

Knowledge Base6 results

2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
2D Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Absolute Human Pose EstimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371

Graphs3 results

Super-ResolutiononMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Super-ResolutiononMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
Super-ResolutiononMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371

Methodology3 results

3DonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3DonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3DonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371

Playing Games3 results

3D Face AnimationonMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Face AnimationonMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
3D Face AnimationonMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371

Audio3 results

1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
PSNR· 2021-04-27
30.98
best: 31.28 (VEAI-AHQ-12)
SOTA
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
LPIPS· 2021-04-27
0.334
best: 0.177 (BSRGAN)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371
1 Image, 2*2 StitchionMSU Video Upscalers: Quality Enhancement
SSIM· 2021-04-27
0.881
best: 0.939 (iSeeBetter)
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment arXiv:2104.13371