Generalization and Scoring in RNA 3D Structure Prediction: A Benchmarking Study

Ivona Martinović, Tin Vlašić, Yang Li, Bryan Hooi, Yang Zhang, Mile Sikic

Keywords: benchmark, RNA 3D structure prediction, deep learning, RNA scoring

TL;DR: We benchmark RNA 3D structure prediction models on GenRNA dataset, revealing limited generalization and showing that ARES and Rosetta score fail to reliably improve model selection.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 277