metadata
license: mit
language:
- en
pretty_name: BVSR data
tags:
- ai-scientist
- scientific-discovery
- creativity
BVSR data
Paper: Blind Variation, Selective Retention: Improving Creative Idea Generation in AI Scientists
Code: https://github.com/zou-group/BVSR
For the selective-retention selector, see Xkev/SR-judger.
Contents
bv_results/: verified scores and creativity labels of the blind-variation and prompting-baseline proposals on 12 scientific tasks, and the information content of each task context (Figure 2, Table 1).sr_data/: training and evaluation sets of selective retention, with the rankings of every compared method (Figure 3).bvsr_simpletes/: SimpleTES and SimpleTES + BVSR runs on five tasks (Figure 4).
Usage
bash reproduce.sh in the code repository downloads this dataset to data/ and reproduces Figures 2-4 and Table 1.
License
MIT.