Table 2 Dataset descriptions for two types of image restoration tasks
Tasks | Datasets | Training samples | Testing samples | Testset rename |
|---|---|---|---|---|
Deraining | Rain14000 [44] | 11200 | 2800 | Test2800 |
Rain1800 [43] | 1800 | 0 | – | |
Rain800 [42] | 700 | 100 | Test100 | |
Rain100H [43] | 0 | 100 | Rain100H | |
Rain100L [43] | 0 | 100 | Rain100L | |
Rain1200 [45] | 0 | 1200 | Test1200 | |
Rain12 [59] | 12 | 0 | – | |
Motion Deblurring | GoPro [51] | 2103 | 1111 | – |
HIDE [52] | 0 | 2025 | – | |
RealBlur [53] | 0 | 1960 | – |