ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction

ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/proood-prototype-guided-out-of-distribution-3d-occupancy-prediction

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-03
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 146
Source count: 4
Coverage: 83%

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 proood-prototype-guided-out-of-distribution-3d-occupancy-prediction | Route /signal-canvas/proood-prototype-guided-out-of-distribution-3d-occupancy-prediction

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/proood-prototype-guided-out-of-distribution-3d-occupancy-prediction

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "proood-prototype-guided-out-of-distribution-3d-occupancy-prediction",
    "query_text": "Summarize ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction",
  "normalized_query": "2604.01081",
  "route": "/signal-canvas/proood-prototype-guided-out-of-distribution-3d-occupancy-prediction",
  "paper_ref": "proood-prototype-guided-out-of-distribution-3d-occupancy-prediction",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 146

Proof: Verification pending

Freshness state: computing

Source paper: ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction

PDF: https://arxiv.org/pdf/2604.01081v1

Repository: https://github.com/7uHeng/ProOOD

Source count: 4

Coverage: 83%

Last proof check: 2026-04-03T20:30:37.135Z

Signal Canvas receipt window

Ready for execution: ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction

/buildability/proood-prototype-guided-out-of-distribution-3d-occupancy-prediction

Build Nowready

Subject: ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

ProOOD: Prototype-Guided Out-of-Distribution 3D Occupancy Prediction

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