diff --git a/python/llm/dev/benchmark/harness/make_table_results.py b/python/llm/dev/benchmark/harness/make_table_results.py
index c90e95ae..39960337 100644
--- a/python/llm/dev/benchmark/harness/make_table_results.py
+++ b/python/llm/dev/benchmark/harness/make_table_results.py
@@ -34,25 +34,30 @@ def make_table(result_dict):
     """Generate table of results."""
     md_writer = MarkdownTableWriter()
     latex_writer = LatexTableWriter()
-    md_writer.headers = ["Model", "Precision", "Task", "Metric", "Value"]
-    latex_writer.headers = ["Model", "Precision", "Task", "Metric", "Value"]
+    md_writer.headers = ["Model", "Precision", "Arc", "Hellaswag", "MMLU", "TruthfulQA","Winogrande", "GSM8K"]
+    latex_writer.headers = ["Model", "Precision", "Arc", "Hellaswag", "MMLU", "TruthfulQA","Winogrande", "GSM8K"]
 
+    tasks = ["arc", "hellaswag", "mmlu", "truthfulqa", "winogrande", "gsm8k"]
     values = []
     for model, model_results in result_dict.items():
         for precision, prec_results in model_results.items():
-            for task, task_results in prec_results.items():
+            value = [model, precision]
+            for task in tasks:
 
-                results = task_results["results"]
-                m = task_to_metric[task]
-                if len(results) > 1:
-                    result = results[task]
+                task_results = prec_results.get(task, None)
+                if task_results is None:
+                    value.append("")
                 else:
-                    result = list(results.values())[0]
-
-                values.append([model, precision, task, m, "%.2f" % (result[m] * 100)])
-
-                model = ""    
-                precision = ""
+                    m = task_to_metric[task]
+                    results = task_results["results"]
+                    if len(results) > 1:
+                        result = results[task]
+                    else:
+                        result = list(results.values())[0]
+                    value.append("%.2f" % (result[m] * 100))
+            values.append(value)
+            model = ""    
+            precision = ""
         
     md_writer.value_matrix = values
     latex_writer.value_matrix = values
@@ -63,8 +68,7 @@ def make_table(result_dict):
     return md_writer.dumps()
 
 
-if __name__ == "__main__":
-
+def merge_results(path):
     # loop dirs and subdirs in results dir
     # for each dir, load json files
     merged_results = dict()
@@ -72,7 +76,7 @@ if __name__ == "__main__":
         # skip dirs without files
         if not filenames:
             continue
-        for filename in sorted([f for f in filenames if f.endswith(".json")]):
+        for filename in sorted([f for f in filenames if f.endswith("result.json")]):
             path = os.path.join(dirpath, filename)
             model, device, precision, task = dirpath.split('/')[-4:]
             with open(path, "r") as f:
@@ -82,4 +86,15 @@ if __name__ == "__main__":
             if precision not in merged_results[model]:
                 merged_results[model][precision] = dict()
             merged_results[model][precision][task] = result_dict
+    return merged_results
+
+
+def main(*args):
+    
+    merged_results = merge_results(args[0])
     print(make_table(merged_results))
+
+
+if __name__ == "__main__":
+
+    main(*sys.argv)