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Single Image Deraining On Test100

評価指標

SSIM

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
SSIM
Paper TitleRepository
DerainNet0.810Clearing the Skies: A deep network architecture for single-image rain removal
MAXIM0.922MAXIM: Multi-Axis MLP for Image Processing
MHNet0.903Mixed Hierarchy Network for Image Restoration
UMRL0.829Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
MPRNet0.897Multi-Stage Progressive Image Restoration
MSPFN0.876Multi-Scale Progressive Fusion Network for Single Image Deraining
DIDMDN0.818Density-aware Single Image De-raining using a Multi-stream Dense Network
HINet0.906HINet: Half Instance Normalization Network for Image Restoration
RESCAN0.835Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining-
SEMI0.788Semi-supervised Transfer Learning for Image Rain Removal
M3SNet0.903A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Restormer0.923Restormer: Efficient Transformer for High-Resolution Image Restoration
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