Depth Estimation on ARKitScenes (val)
0.29RMSEHYBRIDDEPTH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HYBRIDDEPTHType=DFF, #Params=65.6M, Focal stack size=5, Zero-shot evaluation=true, Training dataset=NYU Depth V22024.07 | 0.29 | 42 | |
| HYBRIDDEPTHType=DFF, #Params=65.6M, Focal stack size=5, Zero-shot evaluation=true, Training dataset=DDFF122024.07 | 0.36 | 49 | |
| DFVType=DFF, #Params=15M, Focal stack size=5, Zero-shot evaluation=true2024.07 | 0.43 | 51 | |
| Depth AnythingType=SIDE, #Params=335.79M, Focal stack size=5, Zero-shot evaluation=true2024.07 | 0.53 | 32 | |
| ZoeDepthType=SIDE, #Params=334.82M, Focal stack size=5, Zero-shot evaluation=true, Version=ZoeDepth-M12-N2024.07 | 0.61 | 33 | |
| ZeroDepthType=SIDE, #Params=233M, Focal stack size=5, Zero-shot evaluation=true2024.07 | 0.62 | 37 | |
| DistDepthType=SIDE, #Params=68M, Focal stack size=5, Zero-shot evaluation=true2024.07 | 0.94 | 45 |