← All benchmarks

FrontierChallenge (Avg. Score)

Science · 2026-08-25

FrontierChallenge's Avg. Score: the mean of the task-specific graders' 0-100 scores over all 97 released scientific-workflow tasks, partial credit included, from the same single run per task as the Pass Rate. The paper treats it as a descriptive measure of partial progress rather than a calibrated cross-task scale, because the rubrics differ by task; it prints the values in a chart and, for some configurations, in its text, and the full values are in the leaderboard page's data.

Benchmark source: arXiv

Top models (higher is better)