diff --git a/pkg/models/querybuilder_image.go b/pkg/models/querybuilder_image.go
index 23781e79c..884de23c6 100644
--- a/pkg/models/querybuilder_image.go
+++ b/pkg/models/querybuilder_image.go
@@ -327,7 +327,7 @@ func (qb *ImageQueryBuilder) Query(imageFilter *ImageFilterType, findFilter *Fin
 		case "tags":
 			query.addWhere("tags_join.image_id IS NULL")
 		default:
-			query.addWhere("images." + *isMissingFilter + " IS NULL")
+			query.addWhere("images." + *isMissingFilter + " IS NULL OR TRIM(images." + *isMissingFilter + ") = ''")
 		}
 	}
 
diff --git a/pkg/models/querybuilder_performer.go b/pkg/models/querybuilder_performer.go
index 4c50e3699..073c5e464 100644
--- a/pkg/models/querybuilder_performer.go
+++ b/pkg/models/querybuilder_performer.go
@@ -220,7 +220,7 @@ func (qb *PerformerQueryBuilder) Query(performerFilter *PerformerFilterType, fin
 			`
 			query.addWhere("performers_image.performer_id IS NULL")
 		default:
-			query.addWhere("performers." + *isMissingFilter + " IS NULL")
+			query.addWhere("performers." + *isMissingFilter + " IS NULL OR TRIM(performers." + *isMissingFilter + ") = ''")
 		}
 	}
 
diff --git a/pkg/models/querybuilder_scene.go b/pkg/models/querybuilder_scene.go
index 164d63e69..67c8e87c2 100644
--- a/pkg/models/querybuilder_scene.go
+++ b/pkg/models/querybuilder_scene.go
@@ -362,7 +362,7 @@ func (qb *SceneQueryBuilder) Query(sceneFilter *SceneFilterType, findFilter *Fin
 		case "tags":
 			query.addWhere("tags_join.scene_id IS NULL")
 		default:
-			query.addWhere("scenes." + *isMissingFilter + " IS NULL")
+			query.addWhere("scenes." + *isMissingFilter + " IS NULL OR TRIM(scenes." + *isMissingFilter + ") = ''")
 		}
 	}
 
diff --git a/ui/v2.5/src/components/Changelog/versions/v040.md b/ui/v2.5/src/components/Changelog/versions/v040.md
index 5b70879d9..79972ad1f 100644
--- a/ui/v2.5/src/components/Changelog/versions/v040.md
+++ b/ui/v2.5/src/components/Changelog/versions/v040.md
@@ -6,6 +6,7 @@
 * Add selective scene export.
 
 ### 🎨 Improvements
+* Include empty fields in isMissing filter
 * Show static image on scene wall if preview video is missing.
 * Add path filter to scene and gallery query.
 * Add button to hide left panel on scene page.