Longevity Benchmark (Insilico)
19 aging/longevity benchmarks on ScienceAIBench/InsilicoBench/DDB — NHANES mortality, TCGA survival, methylation age, GTEx, Olink proteomic, longevity synergy.
Composite score: 90.6
Rubric (1–5 per criterion)
rigor
4/5
coverage
5/5
maintenance
5/5
adoption
4/5
quality
4/5
accessibility
5/5
industry_relevance
5/5
Metadata
Stages
Disease ModelingTarget IDPost-market / RWE
Modalities
cross-modality
Task types
aging-predictionsurvivalbiomarker
License
CC-BY
First release
2025-02
Last updated
2026-04
Flags
none
Size & scope
- benchmarks: 19
- datasets: ['NHANES', 'TCGA', 'Methylation', 'GTEx', 'Olink']
Primary paper
Title
Longevity Benchmark methodology
Authors
I, n, s, i, l, i, c, o, , A, I, , T, e, a, m
Year
2025
DOI / arXiv
N/A — portal
Citations
12
Links
- Official site: https://insilicobench.insilico.com/
- GitHub: N/A
- Leaderboard: https://insilicobench.insilico.com/
Hosted by (initiatives)
Experts (primary authors / maintainers)
Groups (host labs / companies / consortia)
Related benchmarks
Notes (honest caveats)
Unique, broad longevity/aging benchmark slice — nothing else in the field covers aging comparably. Leaderboard features frontier LLMs.