OpenCodePapers

video-super-resolution-on-vid4-4x-upscaling-1

Pose Estimation3D Human Pose Estimation3D Absolute Human Pose Estimation3D Face AnimationVideo Super-Resolution
Results over time
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Leaderboard
PaperCodePSNRSSIMModelNameReleaseDate
Recurrent Video Restoration Transformer with Guided Deformable Attention✓ Link29.540.8810RVRT2022-06-05
VRT: A Video Restoration Transformer✓ Link29.420.8795VRT2022-01-28
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment✓ Link29.040.8753BasicVSR++2021-04-27
Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution✓ Link28.70.869FTVSR2022-12-27
Omniscient Video Super-Resolution28.410.8724GOVSR2021-03-29
Learning Trajectory-Aware Transformer for Video Super-Resolution✓ Link28.400.8643TTVSR2022-04-08
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond✓ Link28.040.8570IconVSR2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond✓ Link27.960.8553BasicVSR2020-12-03
Video Super-Resolution with Recurrent Structure-Detail Network✓ Link27.920.8505RSDN2020-08-02
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks✓ Link27.850.8503EDVR2019-05-07
Revisiting Temporal Modeling for Video Super-resolution✓ Link27.690.8488RRN2020-08-13
Video Super-resolution with Temporal Group Attention✓ Link27.630.8423TGA2020-07-21
Efficient Video Super-Resolution through Recurrent Latent Space Propagation✓ Link27.480.8388RLSP2019-09-17
Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation✓ Link27.380.8329DUF2018-06-01
Recurrent Back-Projection Network for Video Super-Resolution✓ Link27.170.8205RBPN2019-03-25
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations✓ Link27.160.8355PFNL2019-10-01
Frame-Recurrent Video Super-Resolution26.690.8103FRVSR2018-01-14
Video Enhancement with Task-Oriented Flow✓ Link25.850.7659TOFlow2017-11-24