3D-Fixer: Coarse-to-Fine In-place Completion for 3D Scenes from a Single Image explores 3D-Fixer transforms single-view images into 3D scenes with state-of-the-art accuracy using an innovative in-place completion paradigm.. Commercial viability score: 8/10 in 3D Scene Reconstruction.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID 3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image | Route /paper/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-imageMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.04406"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "3D-Fixer: Coarse-to-Fine In-place Completion for 3D Scenes from a Single Image",
"normalized_query": "2604.04406",
"route": "/paper/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image",
"paper_ref": "3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image
Subject: 3D-Fixer: Coarse-to-Fine In-place Completion for 3D Scenes from a Single Image
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image
Paper ref
3d-fixer-coarse-to-fine-in-place-completion-for-3d-scenes-from-a-single-image
arXiv id
2604.04406
Generated at
2026-04-07T20:14:56.491Z
Evidence freshness
fresh
Last verification
2026-04-07T20:14:56.491Z
Sources
0
References
0
Coverage
0%
Lineage hash
cfa879580abb29d7a2acfed654b9b931cbef4bda434bb423b0a76f38c401e272
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 8.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
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References are not available from the internal index yet.