DID
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Low-Light Video Enhancement | DID | PSNR31.06 | 18 | |
| Sandstorm Image Restoration | DID 4 | NIQE3.7897 | 16 | |
| Low-light Enhancement | DID (413 HD pairs) | PSNR32.24 | 9 | |
| Cell type clustering | Did (ID) | AvgBio0.694 | 9 | |
| Cell type classification | Did (ID) | Accuracy86.7 | 9 | |
| Low-Light Video Enhancement | DID | Short Term Metric0.009 | 8 | |
| Image Deraining | DID | PSNR35.35 | 8 | |
| Robot Pose Reorientation | DID-127 (Full) | Average Success Rate90.5 | 6 | |
| Low-light Video Enhancement | DID (test) | PSNR20.69 | 5 | |
| Drought Impact Extraction | DID (test) | Accuracy68.4 | 3 |
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