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Evaluation sources

BioMysteryBench

Vals AI / Professional work · Biological research reasoning

Official evaluation
Across NexGateHub AI News Observing
Evidence budgetNot scored
Upstream data timeUnverified
Last successful syncCollection has not started

What it measures and how

Uses specialist-page Overall, separate from the aggregate Vals Index. Multi-model fallback results are not attributed to one model.

How this evidence is used

Under review: specialist-data public-use terms remain unresolved. Sharing a website parser does not automatically qualify data for scoring.

Evaluation limits & attribution

Under review: specialist-data public-use terms remain unresolved. Sharing a website parser does not automatically qualify data for scoring.

Data license: Leaderboard-data usage terms need confirmation.

Results are published by Vals AI. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.