Monocular Depth Estimation on SUN RGB-D 25% dropout outliers (test)
0.151AbsRelMRAC/B'
Evaluation Results
| Method | Links | |
|---|---|---|
| MRAC/B'Backbone=DAv2, Outlier Type=dropout, Outlier Fraction=25%, Number of Anchors (K)=502026.07 | 0.151 | |
| MRAC/B'Base Model=B', Inference Wrapper=MRAC2026.07 | 0.152 | |
| MRAC/vanBase Model=vanilla, Inference Wrapper=MRAC2026.07 | 0.16 | |
| MRAC/vanBackbone=DAv2, Outlier Type=dropout, Outlier Fraction=25%, Number of Anchors (K)=502026.07 | 0.161 | |
| VI-DepthOutlier Type=dropout, Outlier Fraction=25%, Number of Anchors (K)=502026.07 | 0.195 | |
| vanilla (DAv2)Base Model=DAv22026.07 | 0.244 | |
| VI-Depth2026.07 | 0.244 | |
| B' (DAv2)Base Model=DAv2, Training Protocol=random anchor dropout augmentation2026.07 | 0.249 | |
| B' (DAv2)Backbone=DAv2, Outlier Type=dropout, Outlier Fraction=25%, Number of Anchors (K)=502026.07 | 0.411 | |
| vanilla (DAv2)Backbone=DAv2, Outlier Type=dropout, Outlier Fraction=25%, Number of Anchors (K)=502026.07 | 0.429 |