Relative Depth Estimation on DA-2K
97.5AccuracyDINOv3
Evaluation Results
| Method | Links | |
|---|---|---|
| DINOv3ViT=H+/16, #Params=841M, Zero-shot=true, DPT head=true2025.12 | 97.5 | |
| Depth Anything V2Encoder=ViT-G2024.06 | 97.4 | |
| PixioViT=H/16, #Params=631M, Zero-shot=true, DPT head=true2025.12 | 97.3 | |
| Depth Anything V2Encoder=ViT-L2024.06 | 97.1 | |
| Depth Anything V2Encoder=ViT-B2024.06 | 97 | |
| DINOv2ViT=g/14, #Params=1137M, Zero-shot=true, DPT head=true2025.12 | 96.9 | |
| DINOv2ViT=L/14, #Params=304M, Zero-shot=true, DPT head=true2025.12 | 95.5 | |
| Depth Anything V2Encoder=ViT-S2024.06 | 95.3 | |
| MAEViT=H/14, #Params=631M, Zero-shot=true, DPT head=true2025.12 | 94.1 | |
| Depth Anything V12024.06 | 88.5 | |
| Marigold2024.06 | 88.1 | |
| Geowizard2024.06 | 86.8 | |
| DepthFM2024.06 | 85.8 |