VibeProteinBench: An Evaluation Benchmark for Language-interfaced Vibe Protein Design
q-bio.QM
Submitted: 2026-05-09
Updated: 2026-09-26
Terminology
Sources
- PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models
- Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
- Elucidating the Design Space of Multimodal Protein Language Models
- Improving Protein Optimization with Smoothed Fitness Landscapes
- PDFBench: A Benchmark for De novo Protein Design from Function
- A Model-Centric Review of Deep Learning for Protein Design
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
- LiveProteinBench: A Contamination-Free Benchmark for Assessing Models' Specialized Capabilities in Protein Science
- Scalable Agentic Reasoning for Designing Biologics Targeting Intrinsically Disordered Proteins
- InstructPro: Natural Language Guided Ligand-Binding Protein Design
- VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
- Kimi K2.5: Visual Agentic Intelligence
- PDB-Struct: A Comprehensive Benchmark for Structure-based Protein Design
- TxGemma: Efficient and Agentic LLMs for Therapeutics
- Swarms of Large Language Model Agents for Protein Sequence Design with Experimental Validation
- SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
- ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding
- Function-Guided Conditional Generation Using Protein Language Models with Adapters
- ProteinBench: A Holistic Evaluation of Protein Foundation Models
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