CFM-Bench: A Unified Multi-Domain, Multi-Task Benchmark for Channel Foundation M
Channel foundation models (CFMs) are developing rapidly, with recent studies reporting benefits from pretraining across downstream wireless tasks. Yet CFMs are commonly evaluated in model-specific pipelines with different data, radio config
https://arxiv.org/abs/2607.14975v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
Y
Yuan Gao
2.0
low confidence
W
Wenjun Yu
1.0
low confidence
J
Jun Jiang
1.0
low confidence
Y
Yunfan Li
1.0
low confidence
X
Xinyu Guo
1.0
low confidence
S
Shugong Xu
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Carbic
· Active
using ultrasonics + ml to analyze fluid behavior at infrastructure…
founders not scraped yet
Per Vices
· Active
Building Mission Critical Software Defined Radio products.
founders not scraped yet