TAPE
Tasks Assessing Protein Embeddings — 5 tasks (secondary structure, contact, fluorescence, stability, homology).
Composite
74.9
Experimental validation
Retrospective
Stages
Target IDDevelopmental Candidate
Modalities
protein-general
Task types
protein-ml
Size
tasks: 5
License
BSD-3
First release
2019
Last updated
2022
Official site
Leaderboard
→ leaderboard
Dataset
→ dataset
Code / GitHub
HuggingFace
→ HF
Paper
Evaluating Protein Transfer Learning with TAPE · Rao R, Bhattacharya N, Thomas N, Dai Y, Liu P, Canny J, Abbeel P, Song YS · 2019 · paper · doi:10.48550/arXiv.1906.08230 · 950 citations
Flags
deprecated-recommend-replace
Experts
Groups
Hosted by
Related benchmarks
Rubric (7-criterion)
rigor
4
coverage
3
maintenance
2
adoption
5
quality
4
accessibility
5
industry_relevance
3
Notes
Historically important; largely superseded by ProteinGym/FLIP for fitness and by PEER for broader tasks.