Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Use This Via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics | Route /signal-canvas/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamicsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics",
"query_text": "Summarize OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics",
"normalized_query": "2606.09826",
"route": "/signal-canvas/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics",
"paper_ref": "omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics
PDF: https://arxiv.org/pdf/2606.09826v1
Source count: 3
Coverage: 50%
Last proof check: 2026-06-09T05:29:38.056Z
Signal Canvas receipt window
/buildability/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics
Subject: OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Preparing verified analysis
Dimensions overall score 8.0
No public code linked for this paper yet.
{"file name": "input.pdf", "number of pages": 27, "author": "Mingxian Lin; Shengju Qian; Yuqi Liu; Yi-Hua Huang; Yiyu Wang; Wei Huang; Yitang Li; Fan Zhang; Zeyu Hu; Lingting Zhu; Xin Wang; Xiaojuan Qi"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
6mo ROI
2-4x
3yr ROI
10-20x
Lightweight AI tools can reach profitability quickly. At $500/mo average contract, 20 customers = $10K MRR by 6mo, 200+ by 3yr.
Mingxian Lin
The University of Hong Kong
Shengju Qian
LIGHTSPEED
Yuqi Liu
The Chinese University of Hong Kong
Yi-Hua Huang
The University of Hong Kong
Find Similar Experts
AI experts on LinkedIn & GitHub
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics
Paper ref
omnigamearena-a-unified-ue5-benchmark-for-vlm-game-agents-with-improvement-dynamics
arXiv id
2606.09826
Generated at
2026-06-09T05:29:38.056Z
Evidence freshness
fresh
Last verification
2026-06-09T05:29:38.056Z
Sources
3
References
0
Coverage
50%
Lineage hash
79a40d5a99e28fcc2c2665dd4ae2d4995da61f86b8a0af5345d0ab44698b240b
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references