VibeProteinBench (VPD-Bench)
Language-interfaced benchmark for evaluating generalist capabilities in 'vibe protein design' — covers recognition, engineering, and generation stages using natural-language queries and in silico validation.
Composite
43.2
Experimental validation
None
Stages
Target IDDevelopmental Candidate
Modalities
biologicsmall molecule
Task types
generationclassificationretrieval
Size
tasks: 3
categories: 3
proteins: unknown — multi-task evaluation suite
categories: 3
proteins: unknown — multi-task evaluation suite
License
Other
First release
2026-05-09
Last updated
2026-05-18
Official site
Leaderboard
→ leaderboard
Dataset
→ dataset
Code / GitHub
→ repository
HuggingFace
→ HF
Paper
VibeProteinBench: An Evaluation Benchmark for Language-interfaced Vibe Protein Design · Hyunjin Seo, Hongjoon Ahn, Jimin Park, Sungjun Han, Gyubok Lee, Soojung Yang, Joseph S Brown, Leo Chen, Gina El Nesr, Feyisayo Eweje, Sarah Gurev · 2026 · paper · doi:N/A — preprint · 0 citations
Flags
none
Experts
—
Groups
—
Hosted by
—
Related benchmarks
Rubric (7-criterion)
rigor
3
coverage
3
maintenance
4
adoption
1
quality
3
accessibility
2
industry_relevance
3
Notes
Novel concept: first benchmark for 'vibe protein design' using natural language interfaces. Very new (May 2026), no community adoption yet. Evaluates LLM+protein model pipelines. Code/data availability unclear from preprint. Scores conservative pending community validation and data release.