Small Vision-Language Models are Smart Compressors for Long Video Understanding

Small Vision-Language Models are Smart Compressors for Long Video Understanding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/small-vision-language-models-are-smart-compressors-for-long-video-understanding

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 3
Coverage: 50%

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 small-vision-language-models-are-smart-compressors-for-long-video-understanding | Route /signal-canvas/small-vision-language-models-are-smart-compressors-for-long-video-understanding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/small-vision-language-models-are-smart-compressors-for-long-video-understanding

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "small-vision-language-models-are-smart-compressors-for-long-video-understanding",
    "query_text": "Summarize Small Vision-Language Models are Smart Compressors for Long Video Understanding"
  }
}

source_context

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  "mode": "paper",
  "query": "Small Vision-Language Models are Smart Compressors for Long Video Understanding",
  "normalized_query": "2604.08120",
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  "paper_ref": "small-vision-language-models-are-smart-compressors-for-long-video-understanding",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Small Vision-Language Models are Smart Compressors for Long Video Understanding

PDF: https://arxiv.org/pdf/2604.08120v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-10T17:38:59.359Z

Signal Canvas receipt window

Watch and verify: Small Vision-Language Models are Smart Compressors for Long Video Understanding

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Subject: Small Vision-Language Models are Smart Compressors for Long Video Understanding

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Small Vision-Language Models are Smart Compressors for Long Video Understanding

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