Depth Estimation on COCO (val)
61.32δ1AnyUp
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AnyUpParams (M)=0.9, Time (ms)=146.7, Backbone=DINOv2-S/142026.01 | 61.32 | 0.63 | |
| UPLiFTParams (M)=0.8, Time (ms)=79.4, Backbone=DINOv2-S/142026.01 | 61.16 | 0.63 | |
| JAFARParams (M)=0.7, Time (ms)=111.7, Backbone=DINOv2-S/142026.01 | 60.59 | 0.65 | |
| FeatUpParams (M)=0.2, Time (ms)=109.6, Backbone=DINOv2-S/142026.01 | 60.01 | 0.66 | |
| BilinearTime (ms)=2.8, Backbone=DINOv2-S/142026.01 | 58.83 | 0.68 | |
| LoftUpParams (M)=4.3, Time (ms)=223.5, Backbone=DINOv2-S/142026.01 | 58.69 | 0.68 | |
| LiFT-2×Params (M)=1.2, Time (ms)=3.8, Backbone=DINOv2-S/142026.01 | 57.17 | 0.7 | |
| NearestTime (ms)=0.6, Backbone=DINOv2-S/142026.01 | 56.66 | 0.73 | |
| LiFTParams (M)=1.2, Time (ms)=51.9, Backbone=DINOv2-S/142026.01 | 55.07 | 0.73 |