diff --git a/image_ref/main_ray.py b/image_ref/main_ray.py
index 0d678aa7d1a4a34c85951d42fd679aa6242fce06..80fa177ad708f7c00a2a7eb16d18ff5135c50164 100644
--- a/image_ref/main_ray.py
+++ b/image_ref/main_ray.py
@@ -294,6 +294,8 @@ def analyze_ray_res(storage_path, exp_name,args, gpus_per_trial=1):
 
     num_results = len(results)
     print("Number of results:", num_results)
+    df = results.get_dataframe()
+    df.to_csv('df_results_contrastive.csv')
     for i, result in enumerate(results):
         if result.error:
             print(f"Trial #{i} had an error:", result.error)
@@ -311,6 +313,6 @@ def analyze_ray_res(storage_path, exp_name,args, gpus_per_trial=1):
 
 if __name__ == '__main__':
     args = load_args_contrastive()
-    analyze_ray_res()
+    analyze_ray_res('/lustre/fswork/projects/rech/bun/ucg81ws/these/pseudo_image/image_ref/ray_results/','ref_count_threshold_experiment',args)
     # print(args)
     # main(args)