RGB-D-D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Depth Super-Resolution | RGB-D-D (test) | RMSE0.68 | 54 | |
| Depth Map Super-Resolution | RGB-D-D (test) | RMSE1.11 | 42 | |
| Depth Super-Resolution | RGB-D-D | RMSE0.0597 | 40 | |
| Depth Super-Resolution | RGB-D-D Bicubic downsampling synthetic (test) | RMSE (4x)1.04 | 19 | |
| Depth Super-Resolution | RGB-D-D Nearest-neighbor downsampling synthetic (test) | RMSE (x4)1.76 | 15 | |
| Depth Super-Resolution | RGB-D-D real-world (test) | RMSE3.71 | 11 | |
| Compressed Depth Super-Resolution | RGB-D-D | RMSE19.74 | 10 | |
| Depth Super-Resolution | RGB-D-D w/ noise | RMSE3.9 | 10 | |
| Depth Super-Resolution | RGB-D-D x16 | RMSE5.06 | 9 | |
| Depth Super-Resolution | RGB-D-D (x8) | RMSE3.15 | 9 | |
| Depth Super-Resolution | RGB-D-D real-world aligned | RMSE4.18 | 9 | |
| Joint Depth Super-Resolution and Denoising | RGB-D-D (test) | RMSE2.34 | 6 |
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