Depth Estimation 벤치마크
Depth Estimation on Mars DTM Estimation
Delta < 1.25
- 2022-08-15 — GLPDepth: Delta < 1.25 0.4324
| Rank | Model | Delta < 1.25 | Delta < 1.25^2 | Delta < 1.25^3 | Average PSNR | mean absolute error | RMSE | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | GLPDepth | 0.4324 | 0.6667 | 0.7949 | 29.2636 | 10.2905 | 18.3042 | An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars | riccardo2468/srdinet | 2022 |
| 2 | SRDINET (Model A) | 0.3967 | 0.6731 | 0.8208 | 15.069 | 0.1558 | 0.1859 | An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars | riccardo2468/srdinet | 2022 |
| 3 | GLPDepth | 0.4324 | 0.6667 | 0.7949 | 29.2636 | 10.2905 | 18.3042 | An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars | riccardo2468/srdinet | 2022 |
| 4 | SRDINET (Model A) | 0.3967 | 0.6731 | 0.8208 | 15.069 | 0.1558 | 0.1859 | An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars | riccardo2468/srdinet | 2022 |