AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

Model reports

BABE

Biology Arena BEnchmark; measures experimental reasoning and causal inference over peer-reviewed biological research papers.

Evidence available for this benchmark

This source record contains 3 numeric observations. The source distinguishes 3 model identities or configurations. A model may appear more than once; check the version, tools and run budget before comparing. Read results and row-level evidence →

Reported metric
accuracy
Recorded unit
percent
Metric direction
higher is better

Start with these resources

Cited documents and dates (1)

Evaluation context and evidence

Source
Model reports
Publisher
Not recorded
Benchmark release
2026-02-05
Collected
Not recorded
Modality
Not recorded

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.

Reported results 3

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Seed2.0 Pro50.0percentas printed in Table 3 (Large Models)2026-02-14 · document_publicationSeed2.0 (Pro / Lite / Mini)
Seed2.0 Lite50.2percentas printed in Table 4 (Efficient Models)2026-02-14 · document_publicationSeed2.0 (Pro / Lite / Mini)
Seed2.0 Mini40.4percentas printed in Table 4 (Efficient Models)2026-02-14 · document_publicationSeed2.0 (Pro / Lite / Mini)