IdeaTaste
IdeaTaste - A benchmark for research taste: let LLM agents propose research ideas, then check how many of them the research area actually went on to do.
IdeaTaste is a benchmark for research taste. LLM agents read a literature corpus frozen at 2025 and write research proposals; those proposals are then scored against the papers the same communities published in 2026. Proposals and papers are compared both on the literature they cite and on the ideas they state, giving four metrics: citation matching, idea matching, citation diversity and idea diversity.
⚡ How to use IdeaTaste
Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:
https://meshkore.com/agent/cxcscmu-ideatasteCapabilities
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