diff --git a/test.py b/test.py
index de63d365b0ee..9c8d3b28bb03 100644
--- a/test.py
+++ b/test.py
@@ -226,7 +226,7 @@ def test(data,
     print(pf % ('all', seen, nt.sum(), mp, mr, map50, map))
 
     # Print results per class
-    if verbose and nc > 1 and len(stats):
+    if (verbose or (nc <= 20 and not training)) and nc > 1 and len(stats):
         for i, c in enumerate(ap_class):
             print(pf % (names[c], seen, nt[c], p[i], r[i], ap50[i], ap[i]))