Model for halide perovskite Refractive index

• Description: This is a benchmark to evaluate how accurately an AI model can predict refractive index using the Halide perovskite dataset of Prof. Arun Mannodi at Purdue. Here we use mean absolute error (MAE) to compare models with respect to DFT accuracy. External links: https://github.com/mannodiarun
  

Reference(s): https://doi.org/10.1039/D1EE02971A, https://www.nature.com/articles/s41524-021-00650-1

Model benchmarks

Model name	Dataset	MAE	Team name	Dataset size	Date submitted	Notes
alignn_model	halide_peroskites	0.0233	ALIGNN	229	01-14-2023	CSV, JSON, run.sh, Info