Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding

stale

Proof freshness: unknown
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-06
Score updated: 2026-04-06
Score fresh until: 2026-05-06
References: 0
Source count: 0
Coverage: 0%

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 progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding | Route /signal-canvas/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding",
    "query_text": "Summarize Progressive Video Condensation with MLLM Agent for Long-form Video Understanding"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Progressive Video Condensation with MLLM Agent for Long-form Video Understanding",
  "normalized_query": "2604.02891",
  "route": "/signal-canvas/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding",
  "paper_ref": "progressive-video-condensation-with-mllm-agent-for-long-form-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: Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

PDF: https://arxiv.org/pdf/2604.02891v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-06T20:16:10.654Z

Signal Canvas receipt window

Watch and verify: Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

/buildability/progressive-video-condensation-with-mllm-agent-for-long-form-video-understanding

Watchwatch

Subject: Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

Verdict

Watch

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

Progressive Video Condensation with MLLM Agent for Long-form Video Understanding

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Signal Canvas proof surface