diff --git a/benchmarks/performance/omitBy.bench.ts b/benchmarks/performance/omitBy.bench.ts
index dd439d40..00964900 100644
--- a/benchmarks/performance/omitBy.bench.ts
+++ b/benchmarks/performance/omitBy.bench.ts
@@ -6,15 +6,14 @@ const omitByToolkit = omitByToolkit_;
 const omitByLodash = omitByLodash_;
 
 describe('omitBy', () => {
+  const obj = { a: 1, b: 'omit', c: 3, d: 'test', e: 0 };
+  const shouldOmit = (value: number | string) => typeof value === 'string';
+
   bench('es-toolkit/omitBy', () => {
-    const obj = { a: 1, b: 'omit', c: 3 };
-    const shouldOmit = (value: number | string) => typeof value === 'string';
     omitByToolkit(obj, shouldOmit);
   });
 
   bench('lodash/omitBy', () => {
-    const obj = { a: 1, b: 'omit', c: 3 };
-    const shouldOmit = (value: number | string) => typeof value === 'string';
     omitByLodash(obj, shouldOmit);
   });
 });
diff --git a/src/compat/object/omit.ts b/src/compat/object/omit.ts
index 0dffbe71..ff16859f 100644
--- a/src/compat/object/omit.ts
+++ b/src/compat/object/omit.ts
@@ -30,7 +30,7 @@ export function omit<T extends Record<string, any>, K extends keyof T>(obj: T, k
  *
  * @template T - The type of object.
  * @param {T} obj - The object to omit keys from.
- * @param {...(PropertyKey | PropertyKey[] | PropertyKey[][]} keys - A variable number of keys to be omitted from the object.
+ * @param {...(PropertyKey | PropertyKey[] | PropertyKey[][])} keys - A variable number of keys to be omitted from the object.
  * @returns {Partial<T>} A new object with the specified keys omitted.
  */
 export function omit<
diff --git a/src/object/omitBy.ts b/src/object/omitBy.ts
index 997c971b..2e8cf989 100644
--- a/src/object/omitBy.ts
+++ b/src/object/omitBy.ts
@@ -13,7 +13,7 @@
  *
  * @example
  * const obj = { a: 1, b: 'omit', c: 3 };
- * const shouldOmit = (key, value) => typeof value === 'string';
+ * const shouldOmit = (value) => typeof value === 'string';
  * const result = omitBy(obj, shouldOmit);
  * // result will be { a: 1, c: 3 }
  */
@@ -23,9 +23,11 @@ export function omitBy<T extends Record<string, any>>(
 ): Partial<T> {
   const result: Partial<T> = {};
 
-  const objEntries = Object.entries(obj);
-  for (let i = 0; i < objEntries.length; i++) {
-    const [key, value] = objEntries[i];
+  const keys = Object.keys(obj);
+  
+  for (let i = 0; i < keys.length; i++) {
+    const key = keys[i];
+    const value = obj[key];
     if (!shouldOmit(value, key)) {
       (result as any)[key] = value;
     }