Auto71%Harbor: pendingMultimodalKnowledge & Reasoning

ArchWorld

A benchmark of 396 geographically diverse 3D architectural landmarks (92K images) with metric-scale dense ground-truth reconstructions for evaluating 3D foundation models.

How to run

ltb · archworld
$ npm i -g lettokenburn-cli
$ ltb bench info archworld

External harness. No Harbor adapter has been generated for this benchmark yet. `ltb bench info` prints the known links.

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

Scores

2 sourced entries
HarnessSourceConfidenceLink
VGGT0.3N/AIndependentmediumOct 15, 2026arxiv.org
DA31.1N/AIndependentmediumOct 15, 2026arxiv.org

Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

Reproduced by the community

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About

ArchWorld comprises 396 in-the-wild 3D landmarks across eight geographic regions, derived from MegaScenes. It features rich metadata and metric-scale dense ground-truth reconstructions to enable disaggregated evaluation.

The benchmark evaluates 3D foundation models on reconstruction quality, revealing geographic performance disparities driven by architectural style and scene complexity rather than just data representation.