PokeGym: A Visually-Driven Long-Horizon Benchmark for Vision-Language Models explores PokeGym is a visually-driven benchmark for Vision-Language Models in complex 3D environments, revealing physical deadlock recovery as a key bottleneck.. Commercial viability score: 7/10 in Vision-Language Models.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-models
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 pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-models | Route /paper/pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-models
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-modelsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.08340"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "PokeGym: A Visually-Driven Long-Horizon Benchmark for Vision-Language Models",
"normalized_query": "2604.08340",
"route": "/paper/pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-models",
"paper_ref": "pokegym-a-visually-driven-long-horizon-benchmark-for-vision-language-models",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
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