πArXiv AIβ’Stalecollected in 40m
LABBench2: Tougher AI Biology Benchmark
π‘New benchmark crushes frontier models in bio researchβbenchmark your AI now!
β‘ 30-Second TL;DR
What Changed
Nearly 1,900 tasks in realistic biology contexts
Why It Matters
LABBench2 raises the bar for AI in science, exposing gaps in frontier models and driving development of agents for autonomous labs. It standardizes evaluation, accelerating progress in AI-driven discovery.
What To Do Next
Download LABBench2 dataset from Hugging Face and run evaluations via GitHub harness.
Who should care:Researchers & Academics
Key Points
- β’Nearly 1,900 tasks in realistic biology contexts
- β’Model accuracies drop 26-46% vs. LAB-Bench
- β’Evaluates beyond rote knowledge to meaningful scientific work
- β’Public dataset at huggingface.co/datasets/futurehouse/labbench2
- β’Eval harness at github.com/EdisonScientific/labbench2
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Original source: ArXiv AI β