Depth Estimation on FOD
0.071MAEAiFDNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AiFDNetInput=5, Stack Type=Using Full Focal Stack2026.04 | 0.071 | 0.156 | 0.118 | 84.75 | 94.67 | 97.46 | |
| DWildInput=5, Stack Type=Using Full Focal Stack2026.04 | 0.073 | 0.154 | 0.138 | 83.12 | 94.45 | 97.26 | |
| DFV-DiffInput=5, Stack Type=Using Full Focal Stack2026.04 | 0.077 | 0.165 | 0.133 | 81.77 | 93.98 | 97.43 | |
| DFV-FVInput=5, Stack Type=Using Full Focal Stack2026.04 | 0.078 | 0.16 | 0.142 | 80.93 | 94.19 | 97.57 | |
| OursInput=3, Stack Type=Using Proposed Augmented Stack2026.04 | 0.079 | 0.154 | 0.157 | 79.15 | 93.94 | 97.36 | |
| AiFDNetInput=3, Stack Type=Using Proposed Augmented Stack2026.04 | 0.084 | 0.167 | 0.164 | 77.64 | 91.89 | 96.13 | |
| DFV-DiffInput=3, Stack Type=Using Proposed Augmented Stack2026.04 | 0.086 | 0.169 | 0.163 | 77.78 | 92.72 | 96.68 | |
| DFV-FVInput=3, Stack Type=Using Proposed Augmented Stack2026.04 | 0.094 | 0.176 | 0.189 | 72.82 | 91.38 | 96.47 | |
| OursInput=2, Stack Type=Using Proposed Augmented Stack2026.04 | 0.102 | 0.183 | 0.196 | 68.76 | 90.41 | 96.46 | |
| AiFDNetInput=2, Stack Type=Using Proposed Augmented Stack2026.04 | 0.11 | 0.196 | 0.235 | 67.01 | 87.99 | 94.98 | |
| DFV-FVInput=2, Stack Type=Using Proposed Augmented Stack2026.04 | 0.11 | 0.195 | 0.225 | 63.01 | 87.57 | 95.54 | |
| DFV-DiffInput=2, Stack Type=Using Proposed Augmented Stack2026.04 | 0.113 | 0.195 | 0.24 | 61.76 | 87.12 | 95.59 |