diff --git a/charts/mlflow/values.schema.json b/charts/mlflow/values.schema.json
index 75cd99a..5e43d44 100644
--- a/charts/mlflow/values.schema.json
+++ b/charts/mlflow/values.schema.json
@@ -24,8 +24,9 @@
               "description": "supported versions",
               "type": "string",
               "listEnum": [
-                "inseefrlab/mlflow:v2.7.1",
-                "inseefrlab/mlflow:v2.5.0"
+                "inseefrlab/mlflow:v2.10.2",
+                "inseefrlab/mlflow:v2.9.1",
+                "inseefrlab/mlflow:v2.7.1"
               ],
               "render": "list",
               "pattern": "^[a-z0-9-_./]+(:[a-z0-9-_.]+)?$",
@@ -33,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/mlflow:v2.7.1"
+              "default": "inseefrlab/mlflow:v2.10.2"
             },
             "custom": {
               "description": "use a custom docker image",
@@ -48,7 +49,7 @@
                 "version": {
                   "description": "unsupported version",
                   "type": "string",
-                  "default": "inseefrlab/mlflow:v2.7.1",
+                  "default": "inseefrlab/mlflow:v2.10.2",
                   "hidden": {
                     "value": false,
                     "path": "service/image/custom/enabled"
diff --git a/charts/mlflow/values.yaml b/charts/mlflow/values.yaml
index 9c120f6..be15217 100644
--- a/charts/mlflow/values.yaml
+++ b/charts/mlflow/values.yaml
@@ -6,7 +6,7 @@ replicaCount: 1
 
 service:
   image:
-    version: "inseefrlab/mlflow:v2.7.1"
+    version: "inseefrlab/mlflow:v2.10.2"
     pullPolicy: IfNotPresent
     custom:
       enabled: false