OpenCodePapers
video-super-resolution-on-vimeo-90k-t-4x-upscaling-bi
Super-Resolution
Video Super-Resolution
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Paper
Code
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ModelName
ReleaseDate
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VSRM: A Robust Mamba-Based Framework for Video Super-Resolution
38.33
0.9543
VSRM
2025-06-28
Gather-Scatter Mamba: Accelerating Propagation with Efficient State Space Model
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38.25
0.9534
GSMamba (extra data)
2025-10-01
VRT: A Video Restoration Transformer
✓ Link
38.20
0.9530
VRT
2022-01-28
Recurrent Video Restoration Transformer with Guided Deformable Attention
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38.15
0.9527
RVRT
2022-06-05
Enhancing Video Super-Resolution via Implicit Resampling-based Alignment
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38.14
0.9528
IA-RT
2023-04-29
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
✓ Link
37.79
0.9500
BasicVSR++
2021-04-27
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
✓ Link
37.61
0.9489
EDVR
2019-05-07
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
✓ Link
37.47
0.9476
IconVSR
2020-12-03
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
✓ Link
37.18
0.9450
BasicVSR
2020-12-03
VideoGigaGAN: Towards Detail-rich Video Super-Resolution
35.97
0.9238
VideoGigaGAN
2024-04-18
NanoVSR: Towards Real-Time Video Super-Resolution on Edge Devices
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35.85
0.9335
NanoVSR-5.4M
2026-07-11
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