ML Research Wiki / Benchmarks / Video deraining / VRDS

VRDS

Video deraining Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: SSIM

Top Performing Models

Rank Model Paper SSIM Date Code
1 RainMamba RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining 32.04 2024-07-31 📦 TonyHongtaoWu/RainMamba
2 Turtle Learning Truncated Causal History Model for Video Restoration 32.01 2024-10-04 📦 Ascend-Research/Turtle
3 BasicVSR++ BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment 29.75 2021-04-27 📦 open-mmlab/mmediting 📦 ckkelvinchan/basicvsr_plusplus 📦 renyang-home/ntire22_venh_sr
4 Restormer Restormer: Efficient Transformer for High-Resolution Image Restoration 29.59 2021-11-18 📦 swz30/restormer 📦 swz30/MPRNet 📦 swz30/MIRNet
5 MPRNet MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution 29.53 2020-11-09 📦 swz30/MPRNet
6 BasicVSR BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond 28.35 2020-12-03 📦 XPixelGroup/BasicSR 📦 xinntao/BasicSR 📦 open-mmlab/mmediting
7 RVRT Recurrent Video Restoration Transformer with Guided Deformable Attention 28.24 2022-06-05 📦 jingyunliang/rvrt 📦 labshuhanggu/mia-vsr 📦 Ascend-Research/Turtle 📦 xg416/DATUM
8 TTVSR Learning Trajectory-Aware Transformer for Video Super-Resolution 28.05 2022-04-08 📦 researchmm/TTVSR

All Papers (8)

TonyHongtaoWu/RainMamba
Ascend-Research/Turtle
open-mmlab/mmediting ckkelvinchan/basicvsr_plusplus renyang-home/ntire22_venh_sr
swz30/restormer swz30/MPRNet
swz30/MPRNet
XPixelGroup/BasicSR xinntao/BasicSR
jingyunliang/rvrt labshuhanggu/mia-vsr
researchmm/TTVSR