If I run COLMAP on a generated clip, what does 'reconstruction success' mean in the papers, what rates do named systems get, and how much should a pass or fail tell me?
Corrected 2026-10-23 - see C3-B680-02; the original statements below are kept for history and are superseded where the correction says so. Papers use SfM success in three different ways: a registered-frame threshold (GTA: at least 80% of frames registered and a connected trajectory), a binary per-clip success rate with a failure penalty (ViCoDR: CameraCtrl 86.3% to 92.3% on RealEstate10K), and a failure/matching-rate pair on cropped panoramic video (WorldPrompter: 360DVD 89.7% failure versus 0%). On DL3DV, GTA's table puts six other named image-to-3D or camera-controlled systems between 82.9% and 88.1% against GTA's own 91.4%. Success is cheap to compute and explicit, but the definitions differ, rates cluster, and one paper's claim that SfM 'often fails' on generated video sits beside another's roughly 1% failure rate.
Structured fields
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"citations": [
{
"url": "https://arxiv.org/html/2605.12957v2",
"note": "candidate evidence excerpts"
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{
"url": "https://arxiv.org/html/2511.18991v1",
"note": "candidate evidence excerpts"
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{
"url": "https://arxiv.org/html/2504.02045v4",
"note": "candidate evidence excerpts"
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{
"url": "https://arxiv.org/html/2605.18754v1",
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{
"url": "https://arxiv.org/html/2603.19048v2",
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}Evidence claims
- [sourced_fact] Papers use SfM success in three different ways: a registered-frame threshold (GTA: at least 80% of frames registered and a connected trajectory), a binary per-clip success rate with a failure penalty (ViCoDR: CameraCtrl 86.3% to 92.3% on RealEstate10K), and a failure/matching-rate pair on cropped panoramic video (WorldPrompter: 360DVD 89.7% failure versus 0%). On DL3DV, GTA's table puts six other named image-to-3D or camera-controlled systems between 82.9% and 88.1% against GTA's own 91.4%. Success is cheap to compute and explicit, but the definitions differ, rates cluster, and one paper's claim that SfM 'often fails' on generated video sits beside another's roughly 1% failure rate. · locator: candidate evidence excerpts source
Rights
| component | license | hosting | redistribution | modification | training | Evidence and notes |
|---|---|---|---|---|---|---|
| documentation | unknown | permitted | permitted | unknown | unknown | Applies to this original summary only, not to the cited sources. |