BasicVSR++
@article{chan2021basicvsr++,
author = {Chan, Kelvin C.K. and Zhou, Shangchen and Xu, Xiangyu and Loy, Chen Change},
title = {BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment},
booktitle = {arXiv preprint arXiv:2104.13371},
year = {2021}
}The pretrained weights of SPyNet can be found here.
| Method | REDS4 (BIx4) PSNR/SSIM (RGB) | Vimeo-90K-T (BIx4) PSNR/SSIM (Y) | Vid4 (BIx4) PSNR/SSIM (Y) | UDM10 (BDx4) PSNR/SSIM (Y) | Vimeo-90K-T (BDx4) PSNR/SSIM (Y) | Vid4 (BDx4) PSNR/SSIM (Y) | Download |
|---|---|---|---|---|---|---|---|
| basicvsr_plusplus_c64n7_8x1_600k_reds4 | 32.3855/0.9069 | 36.4445/0.9411 | 27.7674/0.8444 | 34.6868/0.9417 | 34.0372/0.9244 | 24.6209/0.7540 | model | log |
| basicvsr_plusplus_c64n7_4x2_300k_vimeo90k_bi | 31.0126/0.8804 | 37.7864/0.9500 | 27.7882/0.8401 | 33.1211/0.9270 | 33.8972/0.9195 | 23.6086/0.7033 | model | log |
| basicvsr_plusplus_c64n7_4x2_300k_vimeo90k_bd | 29.2041/0.8528 | 34.7248/0.9351 | 26.4377/0.8074 | 40.7216/0.9722 | 38.2054/0.9550 | 29.0400/0.8753 | model | log |
NTIRE 2021 checkpoints
Note that the following models are finetuned from smaller models. The training schemes of these models will be released when MMEditing reaches 5k stars. We provide the pre-trained models here.
NTIRE 2021 Video Super-Resolution
NTIRE 2021 Quality Enhancement of Compressed Video - Track 1
NTIRE 2021 Quality Enhancement of Compressed Video - Track 2
NTIRE 2021 Quality Enhancement of Compressed Video - Track 3