LL-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Flare Removal Quality Assessment | LL-Bench (test) | SRCC0.806 | 36 | |
| Low-level vision quality assessment (Overall) | LL-Bench (test) | SRCC (Avg)0.66 | 18 | |
| Underwater Enhancement Quality Assessment | LL-Bench (test) | SRCC0.7319 | 18 | |
| Super Resolution Quality Assessment | LL-Bench (test) | SRCC0.7352 | 18 | |
| Shadow Removal Quality Assessment | LL-Bench (test) | SRCC0.7957 | 18 | |
| Raindrop Removal Quality Assessment | LL-Bench (test) | SRCC0.7618 | 18 | |
| Motion Deblurring Quality Assessment | LL-Bench (test) | SRCC0.7893 | 18 | |
| Low-Light Enhancement Quality Assessment | LL-Bench (test) | SRCC0.836 | 18 | |
| HDR Enhancement Quality Assessment | LL-Bench (test) | SRCC0.9005 | 18 | |
| Desnowing Quality Assessment | LL-Bench (test) | SRCC0.7908 | 18 | |
| Deraining Quality Assessment | LL-Bench (test) | SRCC0.7309 | 18 | |
| Denoising Quality Assessment | LL-Bench (test) | SRCC0.7121 | 18 | |
| Dehazing Quality Assessment | LL-Bench (test) | SRCC0.7404 | 18 | |
| Defocus Deblurring Quality Assessment | LL-Bench (test) | SRCC0.8576 | 18 | |
| Compression Artifacts Removal Quality Assessment | LL-Bench (test) | SRCC0.8282 | 18 | |
| Old Photo Restoration Quality Assessment | LL-Bench (test) | SRCC0.8099 | 14 | |
| Hallucination Prediction | LL-Bench | Flare61.22 | 7 |
Showing 17 of 17 rows