Rain
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Deraining | Rain within-distribution Standard | LPIPS0.069 | 25 | |
| Image Deraining | Rain200L (test) | PSNR41.23 | 24 | |
| Rain Removal | Rain 0.5 | PSNR (dB)36.2443 | 20 | |
| Image Deraining | Rain 5 sets | PSNR33.96 | 16 | |
| Deraining | Rain13K (Test1200) | PSNR32.15 | 12 | |
| Deraining | Rain13K (Test100) | PSNR30.55 | 12 | |
| Deraining | Rain13K Rain100H | PSNR29.57 | 12 | |
| Image Deraining | 4K-Rain13k | PSNR35.13 | 11 | |
| Rain Removal | Rain | PSNR (dB)33.7602 | 10 | |
| Image Deraining | Rain12 | PSNR36.84 | 10 | |
| Image Deraining | Rain200H | PSNR32.17 | 8 | |
| Object Detection | Rain | mAP82.5 | 6 | |
| Vision-and-Dialogue Navigation | RAIN (val unseen) | Success Rate (SR)29.05 | 5 | |
| Vision-and-Dialogue Navigation | RAIN Seen (val) | Success Rate (SR)58.24 | 5 | |
| Image Deraining | Rain-C | PSNR20.44 | 4 | |
| Deraining | Rain-C level 2 corruptions (test) | PSNR (brigh)24.52 | 4 | |
| deraining | Rain-C | Brightness20.81 | 4 | |
| Image Deraining | Rain100H | PSNR33.59 | 3 | |
| Image De-raining | Rain12 | Metric- | 0 |
Showing 19 of 19 rows