diff --git a/posebench/data/components/plot_dataset_rmsd.py b/posebench/data/components/plot_dataset_rmsd.py
index 1a60169..5f363c0 100644
--- a/posebench/data/components/plot_dataset_rmsd.py
+++ b/posebench/data/components/plot_dataset_rmsd.py
@@ -88,6 +88,7 @@ def calculate_usalign_metrics(
 
 
 def plot_dataset_rmsd(
+    dataset: str,
     dataset_name: str,
     pred_pdb_dir: str,
     ref_pdb_dir: str,
@@ -111,7 +112,8 @@ def plot_dataset_rmsd(
 ):
     """Plot the RMSD between predicted and reference protein structures in a given dataset.
 
-    :param dataset_name: Name of the dataset.
+    :param dataset: Informal name of the dataset.
+    :param dataset_name: Formal name of the dataset.
     :param pred_pdb_dir: Directory containing predicted protein structures in PDB format.
     :param ref_pdb_dir: Directory containing reference protein structures in PDB format.
     :param output_dir: Directory to save the plots.
@@ -209,12 +211,12 @@ def plot_dataset_rmsd(
     plt.clf()
     sns.histplot(dataset_df["TM-score"])
     plt.title("Apo-To-Holo Protein TM-score")
-    plt.savefig(plot_dir / "a2h_TM-score_hist.png")
+    plt.savefig(plot_dir / f"{dataset}_a2h_TM-score_hist.png")
 
     plt.clf()
     sns.histplot(dataset_df["RMSD"])
     plt.title("Apo-To-Holo Protein RMSD")
-    plt.savefig(plot_dir / "a2h_RMSD_hist.png")
+    plt.savefig(plot_dir / f"{dataset}_a2h_RMSD_hist.png")
 
 
 @hydra.main(
@@ -233,6 +235,7 @@ def main(cfg: DictConfig):
     # NOTE: Make sure to update the `usalign_exec_path` value in `configs/data/components/plot_dataset_rmsd.yaml` to reflect where you have placed the US-align executable on your machine.
 
     plot_dataset_rmsd(
+        "astex_diverse",
         "Astex Diverse Set",
         os.path.join(
             cfg.data_dir,
@@ -248,6 +251,7 @@ def main(cfg: DictConfig):
     )
 
     plot_dataset_rmsd(
+        "posebusters_benchmark",
         "PoseBusters Benchmark Set",
         os.path.join(
             cfg.data_dir,
@@ -264,6 +268,7 @@ def main(cfg: DictConfig):
     )
 
     plot_dataset_rmsd(
+        "dockgen",
         "DockGen Set",
         os.path.join(cfg.data_dir, "dockgen_set", "dockgen_holo_aligned_predicted_structures"),
         os.path.join(cfg.data_dir, "dockgen_set"),
@@ -276,6 +281,7 @@ def main(cfg: DictConfig):
     )
 
     plot_dataset_rmsd(
+        "casp15",
         "CASP15 Set",
         os.path.join(cfg.data_dir, "casp15_set", "casp15_holo_aligned_predicted_structures"),
         os.path.join(cfg.data_dir, "casp15_set", "targets"),
@@ -296,6 +302,7 @@ def main(cfg: DictConfig):
     )
 
     # plot_dataset_rmsd(
+    #     "casp15",
     #     "CASP15 Set",
     #     os.path.join(cfg.data_dir, "casp15_set", "casp15_holo_aligned_predicted_structures"),
     #     os.path.join(cfg.data_dir, "casp15_set", "targets"),