OpenCodePapers

video-super-resolution-on-vimeo-90k-t-4x-upscaling-bi

Super-ResolutionVideo Super-Resolution
Dataset Link
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PaperCodePSNRSSIMModelNameReleaseDate
VSRM: A Robust Mamba-Based Framework for Video Super-Resolution38.330.9543VSRM2025-06-28
Gather-Scatter Mamba: Accelerating Propagation with Efficient State Space Model✓ Link38.250.9534GSMamba (extra data)2025-10-01
VRT: A Video Restoration Transformer✓ Link38.200.9530VRT2022-01-28
Recurrent Video Restoration Transformer with Guided Deformable Attention✓ Link38.150.9527RVRT2022-06-05
Enhancing Video Super-Resolution via Implicit Resampling-based Alignment✓ Link38.140.9528IA-RT2023-04-29
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment✓ Link37.790.9500BasicVSR++2021-04-27
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks✓ Link37.610.9489EDVR2019-05-07
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond✓ Link37.470.9476IconVSR2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond✓ Link37.180.9450BasicVSR2020-12-03
VideoGigaGAN: Towards Detail-rich Video Super-Resolution35.970.9238VideoGigaGAN2024-04-18
NanoVSR: Towards Real-Time Video Super-Resolution on Edge Devices✓ Link35.850.9335NanoVSR-5.4M2026-07-11