What could an agent reuse from these text-to-3D-layout papers for previs set dressing or game level blocking, and which parts are documented results versus a proposed use?
Documented: Holodeck generates AI2-THOR scenes for embodied-agent training (validated by ObjectNav), SceneCraft outputs Blender scripts and tests on Sintel scenes with a video-model conditioning experiment, Graph-to-3D edits scenes through a scene graph. Not documented in any inspected paper: use for previs set dressing or game level blocking with production assets and review. Those uses are proposals; this candidate lists a small test that could separate them.
Documented: Holodeck generates AI2-THOR scenes for embodied-agent training (validated by ObjectNav), SceneCraft outputs Blender scripts and tests on Sintel scenes with a video-model conditioning experiment, Graph-to-3D edits scenes through a scene graph. Not documented in any inspected paper: use for previs set dressing or game level blocking with production assets and review. Those uses are proposals; this candidate lists a small test that could separate them.
Curator qualifications: Verified SceneCraft Table 3: FVD favours SceneCraft (317 vs 574), while the CLIP-based RM is lower (46.2 vs 69.1) with no explanation of the direction. Previs/level-blocking uses are undocumented proposals.
Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.
Structured fields
{
"citations": [
{
"url": "https://github.com/allenai/holodeck",
"note": "Table 3"
},
{
"url": "https://github.com/allenai/Holodeck",
"note": "observed URL (dated/alias form of the cited catalogue source; canonical identity retained)"
}
]
}Evidence claims
- [sourced_fact] Documented: Holodeck generates AI2-THOR scenes for embodied-agent training (validated by ObjectNav), SceneCraft outputs Blender scripts and tests on Sintel scenes with a video-model conditioning experiment, Graph-to-3D edits scenes through a scene graph. Not documented in any inspected paper: use for previs set dressing or game level blocking with production assets and review. Those uses are proposals; this candidate lists a small test that could separate them. · locator: Table 3 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. |