What does each geometric-consistency metric miss: moving subjects, texture versus geometry, and clips that barely move?
Corrected 2026-10-23 - see C3-B680-03; the original statements below are kept for history and are superseded where the correction says so. Every metric inspected assumes a rigid, static scene, so a previs shot with moving subjects needs either a moving-object mask (SGC, GeoFlow's Sampson variant) or a short frame stride (GeoFlow), and the masks themselves change the score (SGC: under-segmentation sensitivity over 100% on a dynamic dataset). Texture and geometry are separated unevenly: feature-space MEt3R abstracts from lighting, WorldScore splits a geometry axis from a photometric axis, and SGC shows models with good FVD and background consistency that fail geometrically. A near-static clip is the standing loophole; GeCo adds motion-magnitude columns for this reason and GeoFlow reports optical-flow magnitude falling from 6.9 to 2.6 pixels after consistency optimisation.
Structured fields
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"url": "https://arxiv.org/html/2605.18365v1",
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"url": "https://arxiv.org/html/2504.00983v2",
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"note": "correction source (record C3-B680-03): supplement, Tab. S1 discussion; evaluation setup"
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}Evidence claims
- [sourced_fact] Every metric inspected assumes a rigid, static scene, so a previs shot with moving subjects needs either a moving-object mask (SGC, GeoFlow's Sampson variant) or a short frame stride (GeoFlow), and the masks themselves change the score (SGC: under-segmentation sensitivity over 100% on a dynamic dataset). Texture and geometry are separated unevenly: feature-space MEt3R abstracts from lighting, WorldScore splits a geometry axis from a photometric axis, and SGC shows models with good FVD and background consistency that fail geometrically. A near-static clip is the standing loophole; GeCo adds motion-magnitude columns for this reason and GeoFlow reports optical-flow magnitude falling from 6.9 to 2.6 pixels after consistency optimisation. · 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. |