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Multi-view Depth Estimation on KITTI RobustMVD (test)

3.9Relative ErrorUniDepth
2.989.1915.421.61Mar 25, 2025

Evaluation results

MethodLinks
UniDepthGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=0.52025.033.958.2
TracktentionGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=0.9‡2025.036.932.4
DUSt3RGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=4.32025.037.231.7
DepthAny.GT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=0.12025.038.428.1
DepthAny.V2GT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=0.12025.039.126.3
DepthCrafterGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=38.12025.0310.222.2
COLMAPGT Pose=true, GT Intr.=true, Runtime (s)=≈ 3 min2025.031258.2
ChronoDepthGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=72025.0315.314.8
NVDSGT Pose=false, GT Intr.=false, Align=LSvid, Runtime (s)=532025.0317.413.9
COLMAP DenseGT Pose=true, GT Intr.=true, Runtime (s)=≈ 3 min2025.0326.952.7