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ResearchFormerly WizWand

Rain drop removal on RainDrop (test)

32.51PSNRRDDM
27.840429.052730.26531.4773Nov 29, 2021May 30, 2022Nov 28, 2022May 30, 2023Nov 28, 2023May 28, 2024Nov 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RDDMParams(M)=15.47, MACs(G) x Steps=65.8x5=329.3, Inference Time(s)=0.352023.0832.510.9563
RDDMSampling steps=52023.0832.510.9563
RainDiff128Params(M)=109.68, MACs(G) x Steps=248.4x50=12420.0, Inference Time(s)=1.912023.0832.430.9334
RainDiff128Sampling steps=52023.0832.430.9334
RainDropDiffpatch resolution=128x128, sampling steps=50, model type=weather-specific2022.0732.430.9334
RainDiff64Params(M)=109.68, MACs(G) x Steps=252.4x10=2524.2, Inference Time(s)=0.382023.0832.290.9422
RainDiff64Sampling steps=52023.0832.290.9422
RainDropDiffpatch resolution=64x64, sampling steps=10, model type=weather-specific2022.0732.290.9422
RDDM (only res)Params(M)=7.73, MACs(G) x Steps=32.9x5=164.7, Inference Time(s)=0.162023.0831.960.9509
IDTSampling steps=52023.0831.870.9313
IDT2022.0731.870.9313
AttnGANSampling steps=52023.0831.590.917
AttentiveGAN2022.0731.590.917
Quan et al.Type=Task Specific, Venue=ICCV 20192021.1131.440.9263
RainAttnSampling steps=52023.0831.440.9263
RaindropAttn2022.0731.440.9263
CCNType=Task Specific, Venue=CVPR 20212021.1131.340.95
DuRNSampling steps=52023.0831.240.9259
DuRN2022.0731.240.9259
All-in-OneType=Multi Task, Venue=CVPR 20202021.1131.120.9268
All-in-Onemodel type=unified multi-weather2022.0731.120.9268
All-in-One2024.1131.12—
Hi-IR2024.1130.84—
Swin-IRType=Task Specific, Venue=CVPR 20212021.1130.820.9035
SemanIR2024.1130.82—
WeatherDiffpatch resolution=64x64, sampling steps=10, model type=unified multi-weather2022.0730.710.9312
Attn. GANType=Task Specific, Venue=CVPR 20182021.1130.550.9023
TransWeathermodel type=unified multi-weather2022.0730.170.9157
WeatherDiffpatch resolution=128x128, sampling steps=50, model type=unified multi-weather2022.0729.660.9225
TransWeatherType=Multi Task2021.1128.840.946
TransWeather2024.1128.84—
Pix2pixType=Task Specific, Venue=CVPR 20172021.1128.020.8547
pix2pix2022.0728.020.8547