diff --git a/datafusion/physical-plan/src/empty.rs b/datafusion/physical-plan/src/empty.rs
index 40b4ec61dc102..ae9957343b267 100644
--- a/datafusion/physical-plan/src/empty.rs
+++ b/datafusion/physical-plan/src/empty.rs
@@ -21,11 +21,11 @@ use std::any::Any;
 use std::sync::Arc;
 
 use crate::memory::MemoryStream;
-use crate::{common, DisplayAs, PlanProperties, SendableRecordBatchStream, Statistics};
 use crate::{
     execution_plan::{Boundedness, EmissionType},
     DisplayFormatType, ExecutionPlan, Partitioning,
 };
+use crate::{DisplayAs, PlanProperties, SendableRecordBatchStream, Statistics};
 
 use arrow::datatypes::SchemaRef;
 use arrow::record_batch::RecordBatch;
@@ -34,6 +34,7 @@ use datafusion_execution::TaskContext;
 use datafusion_physical_expr::EquivalenceProperties;
 
 use crate::execution_plan::SchedulingType;
+use datafusion_common::stats::Precision;
 use log::trace;
 
 /// Execution plan for empty relation with produce_one_row=false
@@ -97,8 +98,11 @@ impl DisplayAs for EmptyExec {
                 write!(f, "EmptyExec")
             }
             DisplayFormatType::TreeRender => {
-                // TODO: collect info
-                write!(f, "")
+                write!(
+                    f,
+                    "EmptyExec: schema={}, partitions={}",
+                    self.schema, self.partitions
+                )
             }
         }
     }
@@ -165,23 +169,28 @@ impl ExecutionPlan for EmptyExec {
                 );
             }
         }
+        // Build explicit stats: exact zero rows and bytes, with unknown columns
+        let mut stats = Statistics::default()
+            .with_num_rows(Precision::Exact(0))
+            .with_total_byte_size(Precision::Exact(0));
+
+        // Add unknown column stats for each field in schema
+        for _field in self.schema.fields() {
+            stats = stats.add_column_statistics(
+                datafusion_common::stats::ColumnStatistics::new_unknown(),
+            );
+        }
 
-        let batch = self
-            .data()
-            .expect("Create empty RecordBatch should not fail");
-        Ok(common::compute_record_batch_statistics(
-            &[batch],
-            &self.schema,
-            None,
-        ))
+        Ok(stats)
     }
 }
 
 #[cfg(test)]
 mod tests {
     use super::*;
-    use crate::test;
     use crate::with_new_children_if_necessary;
+    use crate::{common, test};
+    use arrow_schema::Schema;
 
     #[tokio::test]
     async fn empty() -> Result<()> {
@@ -229,4 +238,41 @@ mod tests {
         assert!(empty.execute(20, task_ctx).is_err());
         Ok(())
     }
+
+    #[test]
+    fn empty_partition_statistics_explicit_zero() -> Result<()> {
+        let schema: Arc<Schema> = Arc::new(Schema::empty());
+        let exec1: EmptyExec = EmptyExec::new(Arc::clone(&schema));
+        // default partition = 1
+
+        // global stats
+        let stats_all_1: Statistics = exec1.partition_statistics(None)?;
+        assert_eq!(stats_all_1.num_rows, Precision::Exact(0));
+        assert_eq!(stats_all_1.total_byte_size, Precision::Exact(0));
+        assert_eq!(stats_all_1.column_statistics.len(), schema.fields().len());
+
+        // partition 0
+        let stats0_1: Statistics = exec1.partition_statistics(Some(0))?;
+        assert_eq!(stats0_1.num_rows, Precision::Exact(0));
+        assert_eq!(stats0_1.total_byte_size, Precision::Exact(0));
+        assert_eq!(stats0_1.column_statistics.len(), schema.fields().len());
+
+        // invalid partition for default
+        assert!(exec1.partition_statistics(Some(1)).is_err());
+
+        // Now with 2 partitions
+        let exec2: EmptyExec = EmptyExec::new(Arc::clone(&schema)).with_partitions(2);
+
+        // valid partitions 0 and 1
+        for part in 0..2 {
+            let stats = exec2.partition_statistics(Some(part))?;
+            assert_eq!(stats.num_rows, Precision::Exact(0));
+            assert_eq!(stats.total_byte_size, Precision::Exact(0));
+            assert_eq!(stats.column_statistics.len(), schema.fields().len());
+        }
+
+        // invalid partition 2
+        assert!(exec2.partition_statistics(Some(2)).is_err());
+        Ok(())
+    }
 }