Autonomy and AI R&D

Part of the benchmark canon: 4 entries, all measure the model. How to read the Paladin column is defined on the canon page.

BenchmarkOrganizationMeasuresPaladin
METR RE-Bench (top 12)METRAI R&D against human expert baselinesMeasures the model
METR HCASTMETRTask length a model can complete, tracked over timeMeasures the model
MLAgentBenchStanfordAutonomous machine-learning research tasksMeasures the model
SWE-bench VerifiedOpenAI Preparedness / Princeton NLPHuman-verified real GitHub issuesMeasures the model

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