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Temporal Consistency Evaluation on ScanNet

1.8OPW (SIFT)CAPALoRA
1.5163.4335.357.267Feb 16, 2026

Evaluation results

MethodLinks
CAPALoRACondition=Noise-free2026.021.81.81.9
CAPAVPTCondition=Noise-free2026.021.81.81.9
CAPALoRA + MoGe-2Backbone=MoGe-2, Condition=Noise-free2026.022.122
CAPALoRA + UniDepthV2Backbone=UniDepthV2, Condition=Noise-free2026.022.122
CAPAVPT + UniDepthV2Backbone=UniDepthV2, Condition=Noise-free2026.022.122
CAPAVPT + MoGe-2Backbone=MoGe-2, Condition=Noise-free2026.022.22.12.1
VGGTCondition=Noise-free2026.022.32.22
UniDepthV2Condition=Noise-free2026.022.72.52.5
OMNI-DC-v1.1Condition=Noise-free2026.023.239.2
VideoDACondition=Noise-free2026.023.33.22.8
MoGe-2Condition=Noise-free2026.024.13.73.6
PriorDA-v1.1Condition=Noise-free2026.0254.73.7
Marigold-DCCondition=Noise-free2026.028.192.6
TestPromptDCCondition=Noise-free2026.028.99.32.3