ML Research Wiki / Benchmarks / Video Super-Resolution / MSU Video Super Resolution Benchmark: Detail Restoration

MSU Video Super Resolution Benchmark: Detail Restoration

Video Super-Resolution Benchmark

Performance Over Time

📊 Showing 26 results | 📏 Metric: Subjective score

Top Performing Models

Rank Model Paper Subjective score Date Code
1 SRMD Learning a Single Convolutional Super-Resolution Network for Multiple Degradations 5.88 2017-12-17 📦 cszn/SRMD
2 ESPCN Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network 3.33 2016-09-16 📦 alexjc/neural-enhance 📦 atriumlts/subpixel 📦 tetrachrome/subpixel
3 VRT VRT: A Video Restoration Transformer 2.78 2022-01-28 📦 jingyunliang/vrt
4 RRN-5L Revisiting Temporal Modeling for Video Super-resolution 2.74 2020-08-13 📦 junpan19/RRN 📦 mediatek-neuropilot/mai22-real-time-video-sr
5 RRN-10L Revisiting Temporal Modeling for Video Super-resolution 2.57 2020-08-13 📦 junpan19/RRN 📦 mediatek-neuropilot/mai22-real-time-video-sr
6 BasicVSR BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 2.13 2020-12-03 📦 XPixelGroup/BasicSR 📦 xinntao/BasicSR 📦 open-mmlab/mmediting
7 RSDN Video Super-Resolution with Recurrent Structure-Detail Network 1.96 2020-08-02 📦 junpan19/RSDN 📦 Feynman1999/MgeEditing
8 COMISR COMISR: Compression-Informed Video Super-Resolution 1.61 2021-05-04 📦 google-research/google-research 📦 google-research/google-research
9 GFPGAN Towards Real-World Blind Face Restoration with Generative Facial Prior 1.56 2021-01-11 📦 TencentARC/GFPGAN
10 TMNet Temporal Modulation Network for Controllable Space-Time Video Super-Resolution 1.14 2021-04-21 📦 CS-GangXu/TMNet

All Papers (26)