Depth Estimation on TransCG (test)
0.01RMSEReMake
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ReMakeLoss variant=Mask Loss2025.08 | 0.01 | 0.015 | 0.007 | 54.2 | 88.89 | 94.76 | 98.73 | 99.96 | |
| ReMakeLoss variant=Global Loss2025.08 | 0.011 | 0.017 | 0.008 | 47.35 | 85.12 | 93.91 | 98.67 | 99.97 | |
| DualTransNet2025.08 | 0.012 | 0.018 | 0.008 | — | — | 92.37 | 97.98 | 99.81 | |
| TDCNetLoss variant=Mask Loss2025.08 | 0.012 | 0.017 | 0.008 | 54.18 | 82.17 | 92.25 | 97.66 | 99.87 | |
| TODE-Trans2025.08 | 0.013 | 0.019 | 0.008 | — | — | 90.43 | 97.39 | 99.81 | |
| FDCT2025.08 | 0.015 | 0.022 | 0.01 | — | — | 88.18 | 97.15 | 99.81 | |
| TCRNet2025.08 | 0.017 | 0.02 | 0.01 | — | — | 88.96 | 96.94 | 99.87 | |
| DFNet2025.08 | 0.018 | 0.027 | 0.012 | — | — | 81.15 | 95.8 | 99.87 | |
| LIDF-Refine2025.08 | 0.019 | 0.034 | 0.015 | — | — | 78.22 | 94.26 | 99.8 | |
| TDCNetLoss variant=Global Loss2025.08 | 0.023 | 0.034 | 0.014 | 24.77 | 61.19 | 79.88 | 94.64 | 99.87 | |
| TransparentNet2025.08 | 0.026 | 0.023 | 0.013 | — | — | 88.45 | 96.25 | 99.42 | |
| CG2025.08 | 0.054 | 0.083 | 0.037 | — | — | 50.48 | 68.68 | 95.29 |