UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs

UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/unieditbench-a-unified-and-cost-effective-benchmark-for-image-and-video-editing-via-distilled-mllms

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-20
Score updated: 2026-04-20
Score fresh until: 2026-05-20
References: 0
Source count: 4
Coverage: 67%

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Agent Handoff

Canonical ID unieditbench-a-unified-and-cost-effective-benchmark-for-image-and-video-editing-via-distilled-mllms | Route /signal-canvas/unieditbench-a-unified-and-cost-effective-benchmark-for-image-and-video-editing-via-distilled-mllms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/unieditbench-a-unified-and-cost-effective-benchmark-for-image-and-video-editing-via-distilled-mllms

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs

PDF: https://arxiv.org/pdf/2604.15871v1

Repository: https://github.com/wesar1/UniEditBench

Source count: 4

Coverage: 67%

Last proof check: 2026-04-20T20:23:37.329Z

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Ready for execution: UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs

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Subject: UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs

Verdict

UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs

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