diff --git a/crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B019.py b/crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B019.py
index 55d32aa1bad6e..bbca28a563da2 100644
--- a/crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B019.py
+++ b/crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B019.py
@@ -106,3 +106,15 @@ def called_lru_cached_instance_method(self, y):
     @lru_cache()
     def another_called_lru_cached_instance_method(self, y):
         ...
+
+
+import enum
+
+
+class Foo(enum.Enum):
+    ONE = enum.auto()
+    TWO = enum.auto()
+
+    @functools.cache
+    def bar(self, arg: str) -> str:
+        return f"{self} - {arg}"
diff --git a/crates/ruff_linter/src/checkers/ast/analyze/statement.rs b/crates/ruff_linter/src/checkers/ast/analyze/statement.rs
index a046261725621..fcdc1af2c3828 100644
--- a/crates/ruff_linter/src/checkers/ast/analyze/statement.rs
+++ b/crates/ruff_linter/src/checkers/ast/analyze/statement.rs
@@ -203,7 +203,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                 }
             }
             if checker.enabled(Rule::CachedInstanceMethod) {
-                flake8_bugbear::rules::cached_instance_method(checker, decorator_list);
+                flake8_bugbear::rules::cached_instance_method(checker, function_def);
             }
             if checker.enabled(Rule::MutableArgumentDefault) {
                 flake8_bugbear::rules::mutable_argument_default(checker, function_def);
diff --git a/crates/ruff_linter/src/rules/flake8_bugbear/rules/cached_instance_method.rs b/crates/ruff_linter/src/rules/flake8_bugbear/rules/cached_instance_method.rs
index 016bc6bac5412..0ebdec98d4a37 100644
--- a/crates/ruff_linter/src/rules/flake8_bugbear/rules/cached_instance_method.rs
+++ b/crates/ruff_linter/src/rules/flake8_bugbear/rules/cached_instance_method.rs
@@ -1,8 +1,9 @@
-use ruff_python_ast::{self as ast, Decorator, Expr};
-
 use ruff_diagnostics::{Diagnostic, Violation};
 use ruff_macros::{derive_message_formats, violation};
-use ruff_python_semantic::SemanticModel;
+use ruff_python_ast::helpers::map_callable;
+use ruff_python_ast::{self as ast, Expr};
+use ruff_python_semantic::analyze::{class, function_type};
+use ruff_python_semantic::{ScopeKind, SemanticModel};
 use ruff_text_size::Ranged;
 
 use crate::checkers::ast::Checker;
@@ -20,6 +21,9 @@ use crate::checkers::ast::Checker;
 /// instance of the class, or use the `@lru_cache` decorator on a function
 /// outside of the class.
 ///
+/// This rule ignores instance methods on enumeration classes, as enum members
+/// are singletons.
+///
 /// ## Example
 /// ```python
 /// from functools import lru_cache
@@ -70,42 +74,50 @@ impl Violation for CachedInstanceMethod {
     }
 }
 
-fn is_cache_func(expr: &Expr, semantic: &SemanticModel) -> bool {
-    semantic
-        .resolve_qualified_name(expr)
-        .is_some_and(|qualified_name| {
-            matches!(
-                qualified_name.segments(),
-                ["functools", "lru_cache" | "cache"]
-            )
-        })
-}
-
 /// B019
-pub(crate) fn cached_instance_method(checker: &mut Checker, decorator_list: &[Decorator]) {
-    if !checker.semantic().current_scope().kind.is_class() {
+pub(crate) fn cached_instance_method(checker: &mut Checker, function_def: &ast::StmtFunctionDef) {
+    let scope = checker.semantic().current_scope();
+
+    // Parent scope _must_ be a class.
+    let ScopeKind::Class(class_def) = scope.kind else {
+        return;
+    };
+
+    // The function must be an _instance_ method.
+    let type_ = function_type::classify(
+        &function_def.name,
+        &function_def.decorator_list,
+        scope,
+        checker.semantic(),
+        &checker.settings.pep8_naming.classmethod_decorators,
+        &checker.settings.pep8_naming.staticmethod_decorators,
+    );
+    if !matches!(type_, function_type::FunctionType::Method) {
         return;
     }
-    for decorator in decorator_list {
-        // TODO(charlie): This should take into account `classmethod-decorators` and
-        // `staticmethod-decorators`.
-        if let Expr::Name(ast::ExprName { id, .. }) = &decorator.expression {
-            if id == "classmethod" || id == "staticmethod" {
+
+    for decorator in &function_def.decorator_list {
+        if is_cache_func(map_callable(&decorator.expression), checker.semantic()) {
+            // If we found a cached instance method, validate (lazily) that the class is not an enum.
+            if class::is_enumeration(class_def, checker.semantic()) {
                 return;
             }
-        }
-    }
-    for decorator in decorator_list {
-        if is_cache_func(
-            match &decorator.expression {
-                Expr::Call(ast::ExprCall { func, .. }) => func,
-                _ => &decorator.expression,
-            },
-            checker.semantic(),
-        ) {
+
             checker
                 .diagnostics
                 .push(Diagnostic::new(CachedInstanceMethod, decorator.range()));
         }
     }
 }
+
+/// Returns `true` if the given expression is a call to `functools.lru_cache` or `functools.cache`.
+fn is_cache_func(expr: &Expr, semantic: &SemanticModel) -> bool {
+    semantic
+        .resolve_qualified_name(expr)
+        .is_some_and(|qualified_name| {
+            matches!(
+                qualified_name.segments(),
+                ["functools", "lru_cache" | "cache"]
+            )
+        })
+}