brain-score / brain-score/vision
add BOLD5000 fMRI benchmark
Open
enhancement
- Dominant language
- Python
- Stars
- 193
- Forks
- 105
- Avg merge
- 10h 48m
- Merged PRs (30d)
- 10
Description
we already have a benchmark for BOLD5000 images with macaque Utah array recordings ([SanghavJozwik2020](https://osf.io/renyu)), let's add the human fMRI counterpart: https://bold5000-dataset.github.io/website/
Contributor guide
No contributing guide indexed for this repository
Research direction
Locate the existing BOLD5000 benchmark for macaque Utah array recordings and read its implementation and tests first. Use the linked BOLD5000 human fMRI dataset documentation to determine the required data and metadata, then add the human counterpart and verify that the benchmark is discoverable and runs successfully.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100