diff --git a/common/changes/@visactor/vtable/3653-feature-pivotTable-corner_2025-04-01-08-01.json b/common/changes/@visactor/vtable/3653-feature-pivotTable-corner_2025-04-01-08-01.json
new file mode 100644
index 0000000000..fdf2813df7
--- /dev/null
+++ b/common/changes/@visactor/vtable/3653-feature-pivotTable-corner_2025-04-01-08-01.json
@@ -0,0 +1,11 @@
+{
+  "changes": [
+    {
+      "comment": "feat: refactor pivotTable corner with no columns or rows case #3653\n\n",
+      "type": "none",
+      "packageName": "@visactor/vtable"
+    }
+  ],
+  "packageName": "@visactor/vtable",
+  "email": "892739385@qq.com"
+}
\ No newline at end of file
diff --git a/packages/vtable-gantt/src/Gantt.ts b/packages/vtable-gantt/src/Gantt.ts
index 08ea5a8104..4abe2c78f2 100644
--- a/packages/vtable-gantt/src/Gantt.ts
+++ b/packages/vtable-gantt/src/Gantt.ts
@@ -782,13 +782,13 @@ export class Gantt extends EventTarget {
     //     index + this.taskListTableInstance.columnHeaderLevelCount
     //   );
     // }
-    if (this.taskListTableInstance.rowHierarchyType === 'tree' && typeof index === 'number') {
-      //如果是树形结构 需要获取数据源对应的索引
-      index = this.taskListTableInstance.getRecordIndexByCell(
-        0,
-        index + this.taskListTableInstance.columnHeaderLevelCount
-      );
-    }
+    // if (this.taskListTableInstance.rowHierarchyType === 'tree' && typeof index === 'number') {
+    //   //如果是树形结构 需要获取数据源对应的索引
+    //   index = this.taskListTableInstance.getRecordIndexByCell(
+    //     0,
+    //     index + this.taskListTableInstance.columnHeaderLevelCount
+    //   );
+    // }
     this.taskListTableInstance.updateRecords([record], [index]);
   }
   /**
@@ -942,11 +942,20 @@ export class Gantt extends EventTarget {
     if (Array.isArray(task_index)) {
       const index = (task_index as number[])[0];
       const sub_index = (task_index as number[])[1];
-      this._updateRecordToListTable(record, isValid(sub_index) ? [index, sub_index] : index);
+      // this._updateRecordToListTable(record, isValid(sub_index) ? [index, sub_index] : index);
+      this._updateRecordToListTable(record, task_index);
       this._refreshTaskBar(index, sub_index);
       return;
     }
     const index = task_index as number;
+
+    // if (this.taskListTableInstance.rowHierarchyType === 'tree' && typeof index === 'number') {
+    //   //如果是树形结构 需要获取数据源对应的索引
+    //   index = this.taskListTableInstance.getRecordIndexByCell(
+    //     0,
+    //     index + this.taskListTableInstance.columnHeaderLevelCount
+    //   );
+    // }
     this._updateRecordToListTable(record, index);
     this._refreshTaskBar(index, undefined);
   }
diff --git a/packages/vtable/src/layout/pivot-header-layout.ts b/packages/vtable/src/layout/pivot-header-layout.ts
index 4998086d7e..007bb98f84 100644
--- a/packages/vtable/src/layout/pivot-header-layout.ts
+++ b/packages/vtable/src/layout/pivot-header-layout.ts
@@ -798,6 +798,9 @@ export class PivotHeaderLayoutMap implements LayoutMapAPI {
       this.rowHierarchyType === 'grid-tree'
         ? this._getRowHeaderTreeExpandedMaxLevelCount() || this.rowHeaderLevelCount
         : this.rowHeaderLevelCount;
+    if (colLevelCount === 0 || rowLevelCount === 0) {
+      return results;
+    }
     if (this.cornerSetting.titleOnDimension === 'all') {
       if (this.indicatorsAsCol) {
         if (colDimensionKeys) {
@@ -1581,7 +1584,10 @@ export class PivotHeaderLayoutMap implements LayoutMapAPI {
         !this.dataset.customColTree?.length //根据情况来加的判断条件  之前是只兼容没有设置两个自定义树的情况  现在对有自定义树的情况也处理出现角头
         // && !this.dataset.customRowTree?.length
       ) {
-        if (this.cornerSetting.titleOnDimension === 'row' && this.cornerSetting.forceShowHeader) {
+        if (
+          (this.cornerSetting.titleOnDimension === 'row' || this.cornerSetting.titleOnDimension === 'all') &&
+          this.cornerSetting.forceShowHeader
+        ) {
           count = 1;
         } else if (
           !this._table.isPivotChart() &&
@@ -1658,7 +1664,10 @@ export class PivotHeaderLayoutMap implements LayoutMapAPI {
         // && !this.dataset.customColTree
         !this.dataset.customRowTree?.length //根据情况来加的判断条件  之前是只兼容没有设置两个自定义树的情况  现在对有自定义树的情况也处理出现角头
       ) {
-        if (this.cornerSetting.titleOnDimension === 'column' && this.cornerSetting.forceShowHeader) {
+        if (
+          (this.cornerSetting.titleOnDimension === 'column' || this.cornerSetting.titleOnDimension === 'all') &&
+          this.cornerSetting.forceShowHeader
+        ) {
           count = 1;
         } else if (
           !this._table.isPivotChart() &&
@@ -1714,17 +1723,20 @@ export class PivotHeaderLayoutMap implements LayoutMapAPI {
     this._rowHeaderLevelCount = count;
   }
   get colCount(): number {
-    return (
-      (this._getColumnHeaderTreeExpandedMaxLevelCount() > 0 ||
+    let bodyColCount;
+    if (
+      this._getColumnHeaderTreeExpandedMaxLevelCount() > 0 ||
       this._table.isPivotChart() ||
       (this.dataset.records as Array<any>)?.length > 0 ||
       (this.dataset.records && !Array.isArray(this.dataset.records))
-        ? this._columnHeaderCellIds[0]?.length ?? this.columnDimensionTree.tree.size
-        : 0) +
-      this.rowHeaderLevelCount +
-      this.rightHeaderColCount +
-      this.leftRowSeriesNumberColumnCount
-    ); // 小心rightFrozenColCount和colCount的循环引用 造成调用栈溢出
+    ) {
+      bodyColCount =
+        (this._columnHeaderCellIds[0]?.length ?? this.columnDimensionTree.tree.size) ||
+        (this._indicators?.length > 0 ? 1 : 0);
+    } else {
+      bodyColCount = 0;
+    }
+    return bodyColCount + this.rowHeaderLevelCount + this.rightHeaderColCount + this.leftRowSeriesNumberColumnCount; // 小心rightFrozenColCount和colCount的循环引用 造成调用栈溢出
   }
   get rowCount(): number {
     return (
@@ -1740,7 +1752,6 @@ export class PivotHeaderLayoutMap implements LayoutMapAPI {
       this.columnHeaderLevelCount +
       this.bottomHeaderRowCount // 小心bottomFrozenRowCount和rowCount的循环引用 造成调用栈溢出
     );
-    // return (this._rowHeaderCellIds?.length ?? 0) + this.columnHeaderLevelCount + this.bottomFrozenRowCount;
   }
   get bodyRowSpanCount() {
     return this.rowDimensionTree.tree.size;
diff --git a/packages/vtable/src/layout/tree-helper.ts b/packages/vtable/src/layout/tree-helper.ts
index 054afadaa6..8802e553e8 100644
--- a/packages/vtable/src/layout/tree-helper.ts
+++ b/packages/vtable/src/layout/tree-helper.ts
@@ -169,7 +169,7 @@ export class DimensionTree {
           size += this.setTreeNode(n, size, node);
         });
       } else {
-        size = 1;
+        node.level === -1 ? (size = 0) : (size = 1);
         // re.totalLevel = Math.max(re.totalLevel, (node.level ?? -1) + 1);
       }
     } else if (node.hierarchyState === HierarchyState.expand && children?.length >= 1) {
@@ -224,7 +224,7 @@ export class DimensionTree {
     } else {
       //树形展示 无children子节点。但不能确定是最后一层的叶子节点 totalLevel还不能确定是计算完整棵树的整体深度
       node.hierarchyState = HierarchyState.none;
-      size = 1;
+      node.level === -1 ? (size = 0) : (size = 1);
     }
 
     node.size = size;
diff --git a/packages/vtable/src/scenegraph/scenegraph.ts b/packages/vtable/src/scenegraph/scenegraph.ts
index c598986167..65f288fa19 100644
--- a/packages/vtable/src/scenegraph/scenegraph.ts
+++ b/packages/vtable/src/scenegraph/scenegraph.ts
@@ -1233,8 +1233,10 @@ export class Scenegraph {
    */
   setBodyAndRowHeaderY(y: number) {
     // correct y, avoid scroll out of range
-    const firstBodyCell = this.bodyGroup.firstChild?.firstChild as Group;
-    const lastBodyCell = this.bodyGroup.firstChild?.lastChild as Group;
+    const firstBodyCell =
+      (this.bodyGroup.firstChild?.firstChild as Group) ?? (this.rowHeaderGroup.firstChild?.firstChild as Group);
+    const lastBodyCell =
+      (this.bodyGroup.firstChild?.lastChild as Group) ?? (this.rowHeaderGroup.firstChild?.lastChild as Group);
     if (
       y === 0 &&
       firstBodyCell &&