Six Navers Lab / Einsia benchmarks and the work they test
Compare the tasks, scoring and evidence behind six Einsia benchmarks, with complete Radar detail pages and original references.
Claire Radar
TruthInsightBench evaluates open-ended scientific discovery agents on 40 blind tasks across 10 scientific domains. Each task presents a neutral research objective with frozen data while source conclusions are withheld. A fixed LLM-based judge scores agents' claims along six dimensions with 29 artifact-grounded items, and automated aggregation produces overall scores. Data and scoring code are publicly available.
Numeric results have not been collected for this source record. Use the paper, code or dataset below to check the task and experiments; this does not imply that the original work contains no results.
Catalog collected on 2026-10-14; resources and fields reflect that saved source.
Observed on: 2026-10-13
truthinsight-stack/truthinsightbench · View source snapshot
Dated attention observations, not live counts or benchmark scores.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
This source record has no numeric results in our collection. That does not mean a score of zero or that no public results exist. Consult the original resources above.