Depth Completion on ScanNet, 7-Scenes, iBims, and Mapillary Metropolis
1.4Average RankCAPALoRA
Evaluation results
| Method | Links | |
|---|---|---|
| CAPALoRAAdaptation strategy=LoRA, Model Type=Proposed2026.02 | 1.4 | |
| CAPAVPTAdaptation strategy=VPT, Model Type=Proposed2026.02 | 1.7 | |
| OMNI-DC-v1.1Model Type=Baselines2026.02 | 4.8 | |
| VGGTModel Type=Baselines2026.02 | 5.5 | |
| MoGe-2Model Type=Baselines2026.02 | 6.1 | |
| UniDepthV2Model Type=Baselines2026.02 | 6.6 | |
| PriorDA-v1.1Model Type=Baselines2026.02 | 6.8 | |
| TestPromptDCModel Type=Baselines2026.02 | 6.8 | |
| Marigold-DCModel Type=Baselines2026.02 | 7.8 | |
| DepthAnythingV2Model Type=Baselines2026.02 | 9.8 | |
| VideoDAModel Type=Baselines2026.02 | 10 | |
| PromptDAModel Type=Baselines2026.02 | 10.1 |