FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications
The paper introduces FLIP2, an expanded protein fitness benchmark featuring seven new datasets and real-world engineering splits that reveal simpler models often outperform fine-tuned protein language models in generalizing across diverse data distributions.