Rain drop removal on RainDrop (test)
32.51PSNRRDDM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RDDMParams(M)=15.47, MACs(G) x Steps=65.8x5=329.3, Inference Time(s)=0.352023.08 | 32.51 | 0.9563 | |
| RDDMSampling steps=52023.08 | 32.51 | 0.9563 | |
| RainDiff128Params(M)=109.68, MACs(G) x Steps=248.4x50=12420.0, Inference Time(s)=1.912023.08 | 32.43 | 0.9334 | |
| RainDiff128Sampling steps=52023.08 | 32.43 | 0.9334 | |
| RainDropDiffpatch resolution=128x128, sampling steps=50, model type=weather-specific2022.07 | 32.43 | 0.9334 | |
| RainDiff64Params(M)=109.68, MACs(G) x Steps=252.4x10=2524.2, Inference Time(s)=0.382023.08 | 32.29 | 0.9422 | |
| RainDiff64Sampling steps=52023.08 | 32.29 | 0.9422 | |
| RainDropDiffpatch resolution=64x64, sampling steps=10, model type=weather-specific2022.07 | 32.29 | 0.9422 | |
| RDDM (only res)Params(M)=7.73, MACs(G) x Steps=32.9x5=164.7, Inference Time(s)=0.162023.08 | 31.96 | 0.9509 | |
| IDTSampling steps=52023.08 | 31.87 | 0.9313 | |
| IDT2022.07 | 31.87 | 0.9313 | |
| AttnGANSampling steps=52023.08 | 31.59 | 0.917 | |
| AttentiveGAN2022.07 | 31.59 | 0.917 | |
| Quan et al.Type=Task Specific, Venue=ICCV 20192021.11 | 31.44 | 0.9263 | |
| RainAttnSampling steps=52023.08 | 31.44 | 0.9263 | |
| RaindropAttn2022.07 | 31.44 | 0.9263 | |
| CCNType=Task Specific, Venue=CVPR 20212021.11 | 31.34 | 0.95 | |
| DuRNSampling steps=52023.08 | 31.24 | 0.9259 | |
| DuRN2022.07 | 31.24 | 0.9259 | |
| All-in-OneType=Multi Task, Venue=CVPR 20202021.11 | 31.12 | 0.9268 | |
| All-in-Onemodel type=unified multi-weather2022.07 | 31.12 | 0.9268 | |
| All-in-One2024.11 | 31.12 | — | |
| Hi-IR2024.11 | 30.84 | — | |
| Swin-IRType=Task Specific, Venue=CVPR 20212021.11 | 30.82 | 0.9035 | |
| SemanIR2024.11 | 30.82 | — | |
| WeatherDiffpatch resolution=64x64, sampling steps=10, model type=unified multi-weather2022.07 | 30.71 | 0.9312 | |
| Attn. GANType=Task Specific, Venue=CVPR 20182021.11 | 30.55 | 0.9023 | |
| TransWeathermodel type=unified multi-weather2022.07 | 30.17 | 0.9157 | |
| WeatherDiffpatch resolution=128x128, sampling steps=50, model type=unified multi-weather2022.07 | 29.66 | 0.9225 | |
| TransWeatherType=Multi Task2021.11 | 28.84 | 0.946 | |
| TransWeather2024.11 | 28.84 | — | |
| Pix2pixType=Task Specific, Venue=CVPR 20172021.11 | 28.02 | 0.8547 | |
| pix2pix2022.07 | 28.02 | 0.8547 |