DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-27
Score updated: 2026-05-26
Score fresh until: 2026-06-25
References: 0
Source count: 4
Coverage: 67%

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 drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models | Route /signal-canvas/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models

MCP example

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    "mode": "paper",
    "paper_ref": "drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models",
    "query_text": "Summarize DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models"
  }
}

source_context

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  "query": "DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models",
  "normalized_query": "2605.26038",
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  "paper_ref": "drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

PDF: https://arxiv.org/pdf/2605.26038v1

Repository: https://github.com/irene-shi/DRScaffold

Source count: 4

Coverage: 67%

Last proof check: 2026-05-27T00:03:51.120Z

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Not build-ready: DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

/buildability/drscaffold-boosting-dense-scene-reasoning-in-lightweight-vision-language-models

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Subject: DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

Verdict

Ignore

DRScaffold: Boosting Dense-Scene Reasoning in Lightweight Vision Language Models

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