1.23 GB
355 files
Updated 15 days ago
Name
Size
indels
multiples_substitutions
singles_substitutions
.gitattributes2.46 kB
xet
LICENSE1.13 kB
xet
README.md933 Bytes
xet
README.md

ProteinGYM DMS Benchmark

DMS Benchmark includes three types of mutations: indels, single substitution and multiple substitutions.

Each tsv file contains all data for a single task, representing all possible mutations on a specific protein sequence. The filename corresponds to the task name. Here we use randomly cross-validation scheme, where the data for each task is randomly divided into five folds and the fold_id column indicates the fold assignment. The labels are continuous values ranging from 0 to 1, and the tasks are categorized into different functional groups. To check more dataset details, please refer to ProteinGYM paper

Mutation Type Num Task Categories
indels 66 Activity, Expression, Fitness, Stability
substitutions 217 Activity, Expression, Fitness, Stability, Binding
Total size
1.23 GB
Files
355
Last updated
Oct 27
Pre-warmed CDN
US EU US EU

Contributors