Papers with Code · CC BY-SA 4.0

MSU Super-Resolution for Video Compression

아카이브 평가 85건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
SOF-VSR-BI + x265	BSQ-rate over ERQA 18.545 BSQ-rate over Subjective Score 2.244 BSQ-rate over VMAF 3.565 BSQ-rate over PSNR 9.07 BSQ-rate over MS-SSIM 4.558 BSQ-rate over LPIPS 11.236	Deep Video Super-Resolution using HR Optical Flow Estimation 2020-01-06	코드 1 · 코드 2
RBPN + x265	BSQ-rate over ERQA 13.185 BSQ-rate over Subjective Score 2.282 BSQ-rate over VMAF 1.324 BSQ-rate over PSNR 1.89 BSQ-rate over MS-SSIM 1.438 BSQ-rate over LPIPS 13.237	Recurrent Back-Projection Network for Video Super-Resolution 2019-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
VRT + uavs3e	BSQ-rate over ERQA 6.619 BSQ-rate over Subjective Score 2.511 BSQ-rate over VMAF 1.425 BSQ-rate over PSNR 5.862 BSQ-rate over MS-SSIM 1.982 BSQ-rate over LPIPS 4.003	VRT: A Video Restoration Transformer 2022-01-28	코드 1
VRT + aomenc	BSQ-rate over ERQA 12.289 BSQ-rate over Subjective Score 2.631 BSQ-rate over VMAF 1.733 BSQ-rate over PSNR 10.075 BSQ-rate over MS-SSIM 2.797 BSQ-rate over LPIPS 4.429	VRT: A Video Restoration Transformer 2022-01-28	코드 1
BasicVSR + vvenc	BSQ-rate over ERQA 18.333 BSQ-rate over Subjective Score 2.659 BSQ-rate over VMAF 0.676 BSQ-rate over PSNR 5.781 BSQ-rate over MS-SSIM 0.919 BSQ-rate over LPIPS 11.561	BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 2020-12-03	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
BasicVSR + aomenc	BSQ-rate over ERQA 14.568 BSQ-rate over Subjective Score 2.673 BSQ-rate over VMAF 1.857 BSQ-rate over PSNR 11.428 BSQ-rate over MS-SSIM 4.128 BSQ-rate over LPIPS 4.938	BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 2020-12-03	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
RBPN + aomenc	BSQ-rate over ERQA 13.572 BSQ-rate over Subjective Score 2.7 BSQ-rate over VMAF 1.996 BSQ-rate over PSNR 10.89 BSQ-rate over MS-SSIM 3.089 BSQ-rate over LPIPS 5.821	Recurrent Back-Projection Network for Video Super-Resolution 2019-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
RBPN + vvenc	BSQ-rate over ERQA 18.314 BSQ-rate over Subjective Score 2.719 BSQ-rate over VMAF 0.689 BSQ-rate over PSNR 5.783 BSQ-rate over MS-SSIM 0.884 BSQ-rate over LPIPS 11.777	Recurrent Back-Projection Network for Video Super-Resolution 2019-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
BasicVSR + uavs3e	BSQ-rate over ERQA 8.251 BSQ-rate over Subjective Score 2.724 BSQ-rate over VMAF 1.523 BSQ-rate over PSNR 6.833 BSQ-rate over MS-SSIM 2.261 BSQ-rate over LPIPS 4.383	BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 2020-12-03	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
SOF-VSR-BI + vvenc	BSQ-rate over ERQA 18.844 BSQ-rate over Subjective Score 2.822 BSQ-rate over VMAF 4.527 BSQ-rate over PSNR 9.245 BSQ-rate over MS-SSIM 4.882 BSQ-rate over LPIPS 11.273	Deep Video Super-Resolution using HR Optical Flow Estimation 2020-01-06	코드 1 · 코드 2
SOF-VSR-BI + aomenc	BSQ-rate over ERQA 12.808 BSQ-rate over Subjective Score 2.84 BSQ-rate over VMAF 5.398 BSQ-rate over PSNR 11.314 BSQ-rate over MS-SSIM 6.833 BSQ-rate over LPIPS 4.82	Deep Video Super-Resolution using HR Optical Flow Estimation 2020-01-06	코드 1 · 코드 2
DBVSR + vvenc	BSQ-rate over ERQA 15.988 BSQ-rate over Subjective Score 2.842 BSQ-rate over VMAF 0.698 BSQ-rate over PSNR 5.765 BSQ-rate over MS-SSIM 0.898 BSQ-rate over LPIPS 11.435	Deep Blind Video Super-resolution 2020-03-10	코드 1 · 코드 2
RBPN + uavs3e	BSQ-rate over ERQA 7.133 BSQ-rate over Subjective Score 2.944 BSQ-rate over VMAF 0.702 BSQ-rate over PSNR 6.301 BSQ-rate over MS-SSIM 2.263 BSQ-rate over LPIPS 4.859	Recurrent Back-Projection Network for Video Super-Resolution 2019-03-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
LGFN + vvenc	BSQ-rate over ERQA 18.342 BSQ-rate over Subjective Score 2.944 BSQ-rate over VMAF 1.626 BSQ-rate over PSNR 5.768 BSQ-rate over MS-SSIM 0.889 BSQ-rate over LPIPS 11.759	Local-Global Fusion Network for Video Super-Resolution 2020-09-22	코드 1
SOF-VSR-BI + uavs3e	BSQ-rate over ERQA 5.299 BSQ-rate over Subjective Score 3.196 BSQ-rate over VMAF 5.361 BSQ-rate over PSNR 10.917 BSQ-rate over MS-SSIM 6.82 BSQ-rate over LPIPS 4.23	Deep Video Super-Resolution using HR Optical Flow Estimation 2020-01-06	코드 1 · 코드 2
amq-12 + x264	BSQ-rate over ERQA 0.922 BSQ-rate over PSNR 0.813 BSQ-rate over MS-SSIM 0.643 BSQ-rate over LPIPS 0.767	연결 없음 논문 날짜 미기재	연결 없음
SOF-VSR-BD + x264	BSQ-rate over ERQA 1.544 BSQ-rate over VMAF 1.213 BSQ-rate over PSNR 2.763 BSQ-rate over MS-SSIM 0.843 BSQ-rate over LPIPS 1.262	Deep Video Super-Resolution using HR Optical Flow Estimation 2020-01-06	코드 1 · 코드 2
DBVSR + x264	BSQ-rate over ERQA 1.606 BSQ-rate over VMAF 0.75 BSQ-rate over PSNR 1.082 BSQ-rate over MS-SSIM 0.714 BSQ-rate over LPIPS 1.293	Deep Blind Video Super-resolution 2020-03-10	코드 1 · 코드 2
LGFN + x264	BSQ-rate over ERQA 1.704 BSQ-rate over VMAF 0.744 BSQ-rate over PSNR 1.151 BSQ-rate over MS-SSIM 0.77 BSQ-rate over LPIPS 1.324	Local-Global Fusion Network for Video Super-Resolution 2020-09-22	코드 1
TMNet + x264	BSQ-rate over ERQA 1.879 BSQ-rate over VMAF 1.061 BSQ-rate over PSNR 1.481 BSQ-rate over MS-SSIM 0.844 BSQ-rate over LPIPS 1.377	Temporal Modulation Network for Controllable Space-Time Video Super-Resolution 2021-04-21	코드 1
amq-12 + x265	BSQ-rate over ERQA 1.996 BSQ-rate over VMAF 1.525 BSQ-rate over PSNR 1.629 BSQ-rate over MS-SSIM 1.462 BSQ-rate over LPIPS 10.639	연결 없음 논문 날짜 미기재	연결 없음
bicubic + x264	BSQ-rate over ERQA 2.182 BSQ-rate over VMAF 1.338 BSQ-rate over PSNR 0.91 BSQ-rate over MS-SSIM 0.699 BSQ-rate over LPIPS 10.965	연결 없음 논문 날짜 미기재	연결 없음
amq-12 + uavs3e	BSQ-rate over ERQA 3.679 BSQ-rate over VMAF 2.308 BSQ-rate over PSNR 6.547 BSQ-rate over MS-SSIM 2.861 BSQ-rate over LPIPS 1.742	연결 없음 논문 날짜 미기재	연결 없음
EGVSR + x264	BSQ-rate over ERQA 6.029 BSQ-rate over VMAF 1.519 BSQ-rate over PSNR 10.595 BSQ-rate over MS-SSIM 1.196 BSQ-rate over LPIPS 1.226	Real-Time Super-Resolution System of 4K-Video Based on Deep Learning 2021-07-12	코드 1
RSDN + x264	BSQ-rate over ERQA 6.58 BSQ-rate over VMAF 1.5 BSQ-rate over PSNR 13.348 BSQ-rate over MS-SSIM 1.023 BSQ-rate over LPIPS 10.775	Video Super-Resolution with Recurrent Structure-Detail Network 2020-08-02	코드 1 · 코드 2
Real-ESRGAN + vvenc	BSQ-rate over ERQA 6.712 BSQ-rate over VMAF 3.8 BSQ-rate over PSNR 14.561 BSQ-rate over MS-SSIM 5.95 BSQ-rate over LPIPS 12.744	Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data 2021-07-22	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
DBVSR + uavs3e	BSQ-rate over ERQA 7.0 BSQ-rate over VMAF 1.83 BSQ-rate over PSNR 5.845 BSQ-rate over MS-SSIM 2.396 BSQ-rate over LPIPS 4.371	Deep Blind Video Super-resolution 2020-03-10	코드 1 · 코드 2
LGFN + uavs3e	BSQ-rate over ERQA 9.279 BSQ-rate over VMAF 1.625 BSQ-rate over PSNR 5.503 BSQ-rate over MS-SSIM 2.427 BSQ-rate over LPIPS 4.504	Local-Global Fusion Network for Video Super-Resolution 2020-09-22	코드 1
EGVSR + uavs3e	BSQ-rate over ERQA 10.1 BSQ-rate over VMAF 10.337 BSQ-rate over PSNR 15.144 BSQ-rate over MS-SSIM 8.194 BSQ-rate over LPIPS 4.0	Real-Time Super-Resolution System of 4K-Video Based on Deep Learning 2021-07-12	코드 1
amq-12 + aomenc	BSQ-rate over ERQA 10.388 BSQ-rate over VMAF 2.874 BSQ-rate over PSNR 11.079 BSQ-rate over MS-SSIM 5.883 BSQ-rate over LPIPS 1.843	연결 없음 논문 날짜 미기재	연결 없음