TAPE
Tasks Assessing Protein Embeddings — 5 tasks (secondary structure, contact, fluorescence, stability, homology).
Composite score: 74.9
Rubric (1–5 per criterion)
rigor
4/5
coverage
3/5
maintenance
2/5
adoption
5/5
quality
4/5
accessibility
5/5
industry_relevance
3/5
Metadata
Stages
Target IDDevelopmental Candidate
Modalities
protein-general
Task types
protein-ml
License
BSD-3
First release
2019
Last updated
2022
Flags
deprecated-recommend-replace
Size & scope
- tasks: 5
Primary paper
Title
Evaluating Protein Transfer Learning with TAPE
Authors
Rao R, Bhattacharya N, Thomas N, Dai Y, Liu P, Canny J, Abbeel P, Song YS
Year
2019
DOI / arXiv
Citations
950
Links
- Official site: https://github.com/songlab-cal/tape
- GitHub: https://github.com/songlab-cal/tape
- Leaderboard: N/A
Hosted by (initiatives)
Experts (primary authors / maintainers)
Groups (host labs / companies / consortia)
Related benchmarks
Notes (honest caveats)
Historically important; largely superseded by ProteinGym/FLIP for fitness and by PEER for broader tasks.