diff --git a/pkg/planner/core/find_best_task.go b/pkg/planner/core/find_best_task.go
index 5ab3b434d64dc..5fea1ed1c33b3 100644
--- a/pkg/planner/core/find_best_task.go
+++ b/pkg/planner/core/find_best_task.go
@@ -1401,7 +1401,6 @@ func (ds *DataSource) FindBestTask(prop *property.PhysicalProperty, planCounter
 		if canConvertPointGet && ds.table.Meta().GetPartitionInfo() != nil {
 			// partition table with dynamic prune not support batchPointGet
 			// Due to sorting?
-			// Please make sure handle `where _tidb_rowid in (xx, xx)` correctly when delete this if statements.
 			if canConvertPointGet && len(path.Ranges) > 1 && ds.SCtx().GetSessionVars().StmtCtx.UseDynamicPartitionPrune() {
 				canConvertPointGet = false
 			}
@@ -1419,8 +1418,8 @@ func (ds *DataSource) FindBestTask(prop *property.PhysicalProperty, planCounter
 					canConvertPointGet = false
 				}
 			}
-			// Partition table can't use `_tidb_rowid` to generate PointGet Plan unless one partition is explicitly specified.
-			if canConvertPointGet && path.IsIntHandlePath && ds.HandleCols != nil && ds.HandleCols.GetCol(0).ID == model.ExtraHandleID && len(ds.PartitionNames) != 1 {
+			// Partition table can't use `_tidb_rowid` to generate PointGet Plan.
+			if canConvertPointGet && path.IsIntHandlePath && ds.HandleCols != nil && ds.HandleCols.GetCol(0).ID == model.ExtraHandleID {
 				canConvertPointGet = false
 			}
 			if canConvertPointGet {
@@ -2628,11 +2627,7 @@ func (ds *DataSource) convertToPointGet(prop *property.PhysicalProperty, candida
 		found := false
 		for i := range ds.Columns {
 			if ds.Columns[i].ID == ds.HandleCols.GetCol(0).ID {
-				if ds.HandleCols.GetCol(0).ID == model.ExtraHandleID {
-					pointGetPlan.HandleColOffset = -1
-				} else {
-					pointGetPlan.HandleColOffset = ds.Columns[i].Offset
-				}
+				pointGetPlan.HandleColOffset = ds.Columns[i].Offset
 				found = true
 				break
 			}
diff --git a/pkg/planner/core/point_get_plan.go b/pkg/planner/core/point_get_plan.go
index c7298f05843a9..8378e8e63cbfe 100644
--- a/pkg/planner/core/point_get_plan.go
+++ b/pkg/planner/core/point_get_plan.go
@@ -339,16 +339,6 @@ func (p *PointGetPlan) PrunePartitions(sctx sessionctx.Context) bool {
 		// reading for the Global Index / table id
 		return false
 	}
-	if p.IndexInfo == nil && p.HandleColOffset == -1 && len(p.PartitionNames) == 1 {
-		// _tidb_rowid + specify a partition
-		for i, def := range pi.Definitions {
-			if def.Name.L == p.PartitionNames[0].L {
-				p.PartitionIdx = &i
-				break
-			}
-		}
-		return false
-	}
 	// If tryPointGetPlan did generate the plan,
 	// then PartitionIdx is not set and needs to be set here!
 	// There are two ways to get here from static mode partition pruning:
diff --git a/tests/integrationtest/r/planner/core/integration_partition.result b/tests/integrationtest/r/planner/core/integration_partition.result
index 05ade71b547f4..8ad17e7172ae3 100644
--- a/tests/integrationtest/r/planner/core/integration_partition.result
+++ b/tests/integrationtest/r/planner/core/integration_partition.result
@@ -1304,18 +1304,3 @@ TableReader_6	2.00	root	partition:all	data:TableRangeScan_5
 select *,_tidb_rowid from t where _tidb_rowid=1;
 id	_tidb_rowid
 0	1
-explain select *,_tidb_rowid from t partition(p0) where _tidb_rowid=1;
-id	estRows	task	access object	operator info
-Point_Get_5	1.00	root	table:t, partition:p0	handle:1
-select *,_tidb_rowid from t partition(p0) where _tidb_rowid=1;
-id	_tidb_rowid
-0	1
-explain select *,_tidb_rowid from t partition(p1) where _tidb_rowid=1;
-id	estRows	task	access object	operator info
-Point_Get_5	1.00	root	table:t, partition:p1	handle:1
-select *,_tidb_rowid from t partition(p1) where _tidb_rowid=1;
-id	_tidb_rowid
-explain select *,_tidb_rowid from t partition(p0,p1) where _tidb_rowid=1;
-id	estRows	task	access object	operator info
-TableReader_6	2.00	root	partition:p0,p1	data:TableRangeScan_5
-└─TableRangeScan_5	2.00	cop[tikv]	table:t	range:[1,1], keep order:false
diff --git a/tests/integrationtest/t/planner/core/integration_partition.test b/tests/integrationtest/t/planner/core/integration_partition.test
index e6a0c200e40f9..5795a39b33c97 100644
--- a/tests/integrationtest/t/planner/core/integration_partition.test
+++ b/tests/integrationtest/t/planner/core/integration_partition.test
@@ -877,8 +877,3 @@ insert into t values(0),(0);
 analyze table t;
 explain select *,_tidb_rowid from t where _tidb_rowid=1;
 select *,_tidb_rowid from t where _tidb_rowid=1;
-explain select *,_tidb_rowid from t partition(p0) where _tidb_rowid=1;
-select *,_tidb_rowid from t partition(p0) where _tidb_rowid=1;
-explain select *,_tidb_rowid from t partition(p1) where _tidb_rowid=1;
-select *,_tidb_rowid from t partition(p1) where _tidb_rowid=1;
-explain select *,_tidb_rowid from t partition(p0,p1) where _tidb_rowid=1;