diff --git a/result_eval.py b/result_eval.py
index 43f61c0..287f85a 100755
--- a/result_eval.py
+++ b/result_eval.py
@@ -67,10 +67,10 @@
 		ranks_tail.append(final_out_tail[i][int(row.split()[2])])
 	print('Epoch {} :  test_tail rank {}\t test_head rank {}'.format(k ,np.mean(np.array(ranks_tail))+1, np.mean(np.array(ranks_head))+1))
 
-	if eval_mode == 'valid':
-		if np.mean(np.array(rank_tail)) < best_rank:
-			best_rank = np.mean(np.array(rank_tail))
+	if args.eval_mode == 'valid':
+		if np.mean(np.array(ranks_tail))+1 < best_rank:
+			best_rank = np.mean(np.array(ranks_tail))
 			best_epoch = k
 		print('------------------------------------------')
-		print('best validation rank till now {} at Epoch {}'. format(best_rank, best_epoch))
+		print('Best Validation rank till now {} at Epoch {}'. format(best_rank, best_epoch))
 		print('------------------------------------------')