Monocular Depth Estimation on Sinus
35.9AbsRelOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursAdaptation Protocol=Hierarchy-Aware Geometry–Semantic Adaptation2026.06 | 35.9 | 0.148 | 0.407 | 49.7 | |
| DINO (Full LoRA)Adaptation Protocol=Full LoRA2026.06 | 46.1 | 0.169 | 0.491 | 40.3 | |
| DAv2Backbone=ViT-S, Adaptation Protocol=Out-of-the-box2026.06 | 54.7 | 0.17 | 0.485 | 35.8 | |
| DINO (Vanilla)Adaptation Protocol=Pretrained2026.06 | 62.8 | 0.263 | 0.697 | 21.6 |