diff --git a/container/libcontainer/handler.go b/container/libcontainer/handler.go
index 6e8a73432a..25076d16eb 100644
--- a/container/libcontainer/handler.go
+++ b/container/libcontainer/handler.go
@@ -793,7 +793,12 @@ func setMemoryStats(s *cgroups.Stats, ret *info.ContainerStats) {
 	ret.Memory.MaxUsage = s.MemoryStats.Usage.MaxUsage
 	ret.Memory.Failcnt = s.MemoryStats.Usage.Failcnt
 
-	if s.MemoryStats.UseHierarchy {
+	if cgroups.IsCgroup2UnifiedMode() {
+		ret.Memory.Cache = s.MemoryStats.Stats["file"]
+		ret.Memory.RSS = s.MemoryStats.Stats["anon"]
+		ret.Memory.Swap = s.MemoryStats.SwapUsage.Usage
+		ret.Memory.MappedFile = s.MemoryStats.Stats["file_mapped"]
+	} else if s.MemoryStats.UseHierarchy {
 		ret.Memory.Cache = s.MemoryStats.Stats["total_cache"]
 		ret.Memory.RSS = s.MemoryStats.Stats["total_rss"]
 		ret.Memory.Swap = s.MemoryStats.Stats["total_swap"]