diff --git a/powerboxesrs/benches/bench_iou.rs b/powerboxesrs/benches/bench_iou.rs
index 8cca8fa..adbb6e9 100644
--- a/powerboxesrs/benches/bench_iou.rs
+++ b/powerboxesrs/benches/bench_iou.rs
@@ -1,5 +1,7 @@
 use codspeed_criterion_compat::{black_box, criterion_group, criterion_main, Criterion};
 use ndarray::Array2;
+use powerboxesrs::ciou::ciou_distance;
+use powerboxesrs::diou::diou_distance;
 use powerboxesrs::giou::{
     giou_distance, parallel_giou_distance, parallel_rotated_giou_distance, rotated_giou_distance,
 };
@@ -80,6 +82,34 @@ pub fn parallel_giou_distance_benchmark(c: &mut Criterion) {
     });
 }
 
+pub fn ciou_distance_benchmark(c: &mut Criterion) {
+    let mut boxes1 = Array2::<f64>::zeros((100, 4));
+    for i in 0..100 {
+        for j in 2..4 {
+            boxes1[[i, j]] = 10.0;
+        }
+    }
+    let boxes2 = boxes1.clone();
+
+    c.bench_function("ciou distance benchmark", |b| {
+        b.iter(|| ciou_distance(black_box(&boxes1), black_box(&boxes2)))
+    });
+}
+
+pub fn diou_distance_benchmark(c: &mut Criterion) {
+    let mut boxes1 = Array2::<f64>::zeros((100, 4));
+    for i in 0..100 {
+        for j in 2..4 {
+            boxes1[[i, j]] = 10.0;
+        }
+    }
+    let boxes2 = boxes1.clone();
+
+    c.bench_function("diou distance benchmark", |b| {
+        b.iter(|| diou_distance(black_box(&boxes1), black_box(&boxes2)))
+    });
+}
+
 /// Generate 100x5 rotated boxes with varied angles for benchmarking
 fn make_rotated_boxes(n: usize) -> Array2<f64> {
     let mut boxes = Array2::<f64>::zeros((n, 5));
@@ -154,6 +184,8 @@ criterion_group!(
     parallel_iou_distance_benchmark,
     giou_distance_benchmark,
     parallel_giou_distance_benchmark,
+    ciou_distance_benchmark,
+    diou_distance_benchmark,
     rotated_iou_distance_benchmark,
     parallel_rotated_iou_distance_benchmark,
     rotated_giou_distance_benchmark,
diff --git a/powerboxesrs/src/ciou.rs b/powerboxesrs/src/ciou.rs
index e702bfc..03560c6 100644
--- a/powerboxesrs/src/ciou.rs
+++ b/powerboxesrs/src/ciou.rs
@@ -28,7 +28,7 @@ where
 {
     let two = N::one() + N::one();
     let four_over_pi_sq: f64 = 4.0 / (std::f64::consts::PI * std::f64::consts::PI);
-    let mut result = vec![0.0f64; n1 * n2];
+    let mut result = vec![utils::ONE; n1 * n2];
     let areas1 = boxes::box_areas_slice(boxes1, n1);
     let areas2 = boxes::box_areas_slice(boxes2, n2);
 
@@ -44,7 +44,6 @@ where
             let x2 = utils::min(a1_x2, a2_x2);
             let y2 = utils::min(a1_y2, a2_y2);
             if x2 < x1 || y2 < y1 {
-                result[i * n2 + j] = utils::ONE;
                 continue;
             }
             let intersection = (x2 - x1) * (y2 - y1);
diff --git a/powerboxesrs/src/diou.rs b/powerboxesrs/src/diou.rs
index f907276..01acf78 100644
--- a/powerboxesrs/src/diou.rs
+++ b/powerboxesrs/src/diou.rs
@@ -24,7 +24,7 @@ where
     N: Num + PartialOrd + ToPrimitive + Float,
 {
     let two = N::one() + N::one();
-    let mut result = vec![0.0f64; n1 * n2];
+    let mut result = vec![utils::ONE; n1 * n2];
     let areas1 = boxes::box_areas_slice(boxes1, n1);
     let areas2 = boxes::box_areas_slice(boxes2, n2);
 
@@ -40,7 +40,6 @@ where
             let x2 = utils::min(a1_x2, a2_x2);
             let y2 = utils::min(a1_y2, a2_y2);
             if x2 < x1 || y2 < y1 {
-                result[i * n2 + j] = utils::ONE;
                 continue;
             }
             let intersection = (x2 - x1) * (y2 - y1);