Modelpedia
Work in progress
About
Findings
Models
Concepts
Methods
Datasets
Sources
Light
Dark
STR2STR
biological · generative ·
anchor
Findings
IC-225
ESM3 (1.4B) performs zero-shot protein conformation generation with competitive quality across BPTI dynamics, conformation changing pairs, and intrinsically disordered proteins
[compared-to]
IC-227
MSA-based conformation generation methods (AlphaFlow, MSA-subsampling) outperform sequence-based methods (EigenFold, STR2STR, ESMFlow) on conformation changing pair generation