diff --git a/fe/fe-core/src/main/antlr4/org/apache/doris/nereids/DorisParser.g4 b/fe/fe-core/src/main/antlr4/org/apache/doris/nereids/DorisParser.g4
index abef9ffa6d7555..8ab58720cb46b6 100644
--- a/fe/fe-core/src/main/antlr4/org/apache/doris/nereids/DorisParser.g4
+++ b/fe/fe-core/src/main/antlr4/org/apache/doris/nereids/DorisParser.g4
@@ -57,7 +57,7 @@ statement
         partitionSpec?  // partition define
         (WITH LABEL labelName=identifier)? cols=identifierList?  // label and columns define
         (LEFT_BRACKET hints=identifierSeq RIGHT_BRACKET)?  // hint define
-        (query | inlineTable)                                          #insertTable
+        query                                                          #insertTable
     | explain? cte? UPDATE tableName=multipartIdentifier tableAlias
         SET updateAssignmentSeq
         fromClause?
@@ -286,6 +286,7 @@ setQuantifier
 queryPrimary
     : querySpecification                                                   #queryPrimaryDefault
     | LEFT_PAREN query RIGHT_PAREN                                         #subquery
+    | inlineTable                                                          #valuesTable
     ;
 
 querySpecification
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/parser/LogicalPlanBuilder.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/parser/LogicalPlanBuilder.java
index 37b42c7123f75c..b85a91c9db111a 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/parser/LogicalPlanBuilder.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/parser/LogicalPlanBuilder.java
@@ -488,7 +488,7 @@ public LogicalPlan visitInsertTable(InsertTableContext ctx) {
         List<String> colNames = ctx.cols == null ? ImmutableList.of() : visitIdentifierList(ctx.cols);
         // TODO visit partitionSpecCtx
         Pair<Boolean, List<String>> partitionSpec = visitPartitionSpec(ctx.partitionSpec());
-        LogicalPlan plan = ctx.query() != null ? visitQuery(ctx.query()) : visitInlineTable(ctx.inlineTable());
+        LogicalPlan plan = visitQuery(ctx.query());
         UnboundTableSink<?> sink = new UnboundTableSink<>(
                 tableName.build(),
                 colNames,
diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/BindExpression.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/BindExpression.java
index 83b0eb1ea7924e..e1b2167e79641d 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/BindExpression.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/BindExpression.java
@@ -27,6 +27,7 @@
 import org.apache.doris.nereids.analyzer.UnboundSlot;
 import org.apache.doris.nereids.analyzer.UnboundTVFRelation;
 import org.apache.doris.nereids.exceptions.AnalysisException;
+import org.apache.doris.nereids.parser.LogicalPlanBuilder;
 import org.apache.doris.nereids.properties.OrderKey;
 import org.apache.doris.nereids.rules.AppliedAwareRule.AppliedAwareRuleCondition;
 import org.apache.doris.nereids.rules.Rule;
@@ -36,6 +37,7 @@
 import org.apache.doris.nereids.trees.UnaryNode;
 import org.apache.doris.nereids.trees.expressions.Alias;
 import org.apache.doris.nereids.trees.expressions.BoundStar;
+import org.apache.doris.nereids.trees.expressions.DefaultValueSlot;
 import org.apache.doris.nereids.trees.expressions.EqualTo;
 import org.apache.doris.nereids.trees.expressions.ExprId;
 import org.apache.doris.nereids.trees.expressions.Expression;
@@ -43,6 +45,7 @@
 import org.apache.doris.nereids.trees.expressions.Properties;
 import org.apache.doris.nereids.trees.expressions.Slot;
 import org.apache.doris.nereids.trees.expressions.SlotReference;
+import org.apache.doris.nereids.trees.expressions.StatementScopeIdGenerator;
 import org.apache.doris.nereids.trees.expressions.functions.BoundFunction;
 import org.apache.doris.nereids.trees.expressions.functions.Function;
 import org.apache.doris.nereids.trees.expressions.functions.FunctionBuilder;
@@ -67,6 +70,7 @@
 import org.apache.doris.nereids.trees.plans.logical.LogicalIntersect;
 import org.apache.doris.nereids.trees.plans.logical.LogicalJoin;
 import org.apache.doris.nereids.trees.plans.logical.LogicalOneRowRelation;
+import org.apache.doris.nereids.trees.plans.logical.LogicalPlan;
 import org.apache.doris.nereids.trees.plans.logical.LogicalProject;
 import org.apache.doris.nereids.trees.plans.logical.LogicalRepeat;
 import org.apache.doris.nereids.trees.plans.logical.LogicalResultSink;
@@ -87,6 +91,7 @@
 import com.google.common.collect.ImmutableList.Builder;
 import com.google.common.collect.ImmutableListMultimap;
 import com.google.common.collect.ImmutableSet;
+import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
 import org.apache.commons.lang3.StringUtils;
 
@@ -528,6 +533,26 @@ protected boolean condition(Rule rule, Plan plan) {
                     return new LogicalHaving<>(boundConjuncts, having.child());
                 })
             ),
+            RuleType.BINDING_INLINE_TABLE_SLOT.build(
+                logicalInlineTable().thenApply(ctx -> {
+                    LogicalInlineTable logicalInlineTable = ctx.root;
+                    // ensure all expressions are valid.
+                    List<LogicalPlan> relations
+                            = Lists.newArrayListWithCapacity(logicalInlineTable.getConstantExprsList().size());
+                    for (int i = 0; i < logicalInlineTable.getConstantExprsList().size(); i++) {
+                        if (logicalInlineTable.getConstantExprsList().get(i).stream()
+                                .anyMatch(DefaultValueSlot.class::isInstance)) {
+                            throw new AnalysisException("Default expression"
+                                    + " can't exist in SELECT statement at row " + (i + 1));
+                        }
+                        relations.add(new UnboundOneRowRelation(StatementScopeIdGenerator.newRelationId(),
+                                logicalInlineTable.getConstantExprsList().get(i)));
+                    }
+                    // construct union all tree
+                    return LogicalPlanBuilder.reduceToLogicalPlanTree(0, relations.size() - 1,
+                            relations, Qualifier.ALL);
+                })
+            ),
             RuleType.BINDING_ONE_ROW_RELATION_SLOT.build(
                 // we should bind UnboundAlias in the UnboundOneRowRelation
                 unboundOneRowRelation().thenApply(ctx -> {
@@ -540,16 +565,6 @@ protected boolean condition(Rule rule, Plan plan) {
                     return new LogicalOneRowRelation(oneRowRelation.getRelationId(), projects);
                 })
             ),
-            RuleType.BINDING_INLINE_TABLE_SLOT.build(
-                logicalInlineTable().thenApply(ctx -> {
-                    LogicalInlineTable logicalInlineTable = ctx.root;
-                    // ensure all expressions are valid.
-                    logicalInlineTable.getExpressions().forEach(expr ->
-                            bindSlot(expr, ImmutableList.of(), ctx.cascadesContext, false)
-                    );
-                    return null;
-                })
-            ),
             RuleType.BINDING_SET_OPERATION_SLOT.build(
                 // LogicalSetOperation don't bind again if LogicalSetOperation.outputs is not empty, this is special
                 // we should not remove LogicalSetOperation::canBind, because in default case, the plan can run into