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Add Reconstruction metrics and DriveStudio plugin#12

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EricLiuhhh wants to merge 2 commits into
worldbench:mainfrom
EricLiuhhh:feat/reconstruction-drivestudio-worldlens
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Add Reconstruction metrics and DriveStudio plugin#12
EricLiuhhh wants to merge 2 commits into
worldbench:mainfrom
EricLiuhhh:feat/reconstruction-drivestudio-worldlens

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Summary

  • Add Reconstruction metric support for photometric error, geometric discrepancy, novel-view fidelity, and novel-
    view consistency.
  • Add a DriveStudio Reconstruction backend that trains, renders, and exports 4DGS assets for WorldLens evaluation.

Notes

  • DriveStudio is vendored under worldbench/third_party/drivestudio.
  • WorldLens owns metric computation; DriveStudio only trains, renders, and exports assets.
  • Geometric discrepancy uses GT Grounded-SAM2 masks from processed_<gt-method>.
  • The default DriveStudio training config is configs/omnire.yaml.

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