Fig. 9: LLM-Prop ablation performance.
From: LLM-Prop: predicting the properties of crystalline materials using large language models

From (a–c) per input sequence length. From (d, e) per label scaling strategy. For the band gap and volume, the lower the better. While for the Is-gap-direct, the higher the better. The performance of each model is calculated on validation set.