diff --git a/clip_benchmark/cli.py b/clip_benchmark/cli.py
index db2badf..14e3d23 100644
--- a/clip_benchmark/cli.py
+++ b/clip_benchmark/cli.py
@@ -173,6 +173,7 @@ def run(args):
             cache_dir=args.model_cache_dir,
             device=args.device
         )
+        model.eval()
         dataset = build_dataset(
             dataset_name=args.dataset, 
             root=dataset_root,