ML Research Wiki / Benchmarks / Video Super-Resolution / MSU Super-Resolution for Video Compression

MSU Super-Resolution for Video Compression

Video Super-Resolution Benchmark

Performance Over Time

📊 Showing 60 results | 📏 Metric: BSQ-rate over Subjective Score

Top Performing Models

Rank Model Paper BSQ-rate over Subjective Score Date Code
1 TMNet + aomenc Temporal Modulation Network for Controllable Space-Time Video Super-Resolution 21.80 2021-04-21 📦 CS-GangXu/TMNet
2 TMNet + vvenc Temporal Modulation Network for Controllable Space-Time Video Super-Resolution 21.30 2021-04-21 📦 CS-GangXu/TMNet
3 RSDN + aomenc Video Super-Resolution with Recurrent Structure-Detail Network 20.62 2020-08-02 📦 junpan19/RSDN 📦 Feynman1999/MgeEditing
4 SOF-VSR-BI + vvenc Deep Video Super-Resolution using HR Optical Flow Estimation 18.84 2020-01-06 📦 LongguangWang/SOF-VSR 📦 LongguangWang/SOF-VSR-Super-Resolving-Optical-Flow-for-Video-Super-Resolution-
5 SOF-VSR-BI + x265 Deep Video Super-Resolution using HR Optical Flow Estimation 18.55 2020-01-06 📦 LongguangWang/SOF-VSR 📦 LongguangWang/SOF-VSR-Super-Resolving-Optical-Flow-for-Video-Super-Resolution-
6 VRT + vvenc VRT: A Video Restoration Transformer 18.33 2022-01-28 📦 jingyunliang/vrt
7 BasicVSR + vvenc BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 18.33 2020-12-03 📦 XPixelGroup/BasicSR 📦 xinntao/BasicSR 📦 open-mmlab/mmediting
8 RSDN + uavs3e Video Super-Resolution with Recurrent Structure-Detail Network 18.33 2020-08-02 📦 junpan19/RSDN 📦 Feynman1999/MgeEditing
9 RBPN + vvenc Recurrent Back-Projection Network for Video Super-Resolution 18.31 2019-03-25 📦 alterzero/RBPN-PyTorch 📦 xiuyu0000/new_papers_codes 📦 code-implementation1/Code6
10 EGVSR + aomenc Real-Time Super-Resolution System of 4K-Video Based on Deep Learning 16.73 2021-07-12 📦 Thmen/EGVSR

All Papers (60)