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Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

Frontier coding agents are increasingly framed as end-to-end automated researchers, and ML for science offers a demanding test of that promise: improving a scientific model often requires domain insig

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–Rank now
#17Best rank
–Score · 24h
94Score · 7d
2Days on list
12Snapshots
Oct 22, 2026First seen

Summary

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? was first seen on Hugging Face · Daily papers on Oct 22, 2026. Since then it appeared in 12 hourly checks across 2 days, peaking at #17 on Oct 23, 03:18 UTC. It was last on the list on Oct 23, 03:18 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 05:1810:4816:1821:4803:18 Oct 22, 05:18 UTC · #28Oct 22, 07:18 UTC · #21Oct 22, 09:18 UTC · #20Oct 22, 11:18 UTC · #21Oct 22, 13:18 UTC · #24Oct 22, 15:18 UTC · #23Oct 22, 17:18 UTC · #30Oct 22, 19:18 UTC · #26Oct 22, 21:18 UTC · #26Oct 22, 23:18 UTC · #24Oct 23, 01:18 UTC · #22Oct 23, 03:18 UTC · #17

Last 14 days

Best rank per day (UTC).

Oct 14today

Metric history

Platform metric as reported by Hugging Face.

04913 05:1810:4816:1821:4803:18 Oct 22, 05:18 UTC · 4Oct 22, 07:18 UTC · 6Oct 22, 09:18 UTC · 10Oct 22, 11:18 UTC · 10Oct 22, 13:18 UTC · 11Oct 22, 15:18 UTC · 11Oct 22, 17:18 UTC · 11Oct 22, 19:18 UTC · 12Oct 22, 21:18 UTC · 12Oct 22, 23:18 UTC · 13Oct 23, 01:18 UTC · 13Oct 23, 03:18 UTC · 13

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