diff --git a/cpp/include/raft/linalg/distance_type.h b/cpp/include/raft/linalg/distance_type.h
index 3dd038630e..f3a22a07ed 100644
--- a/cpp/include/raft/linalg/distance_type.h
+++ b/cpp/include/raft/linalg/distance_type.h
@@ -52,12 +52,12 @@ enum DistanceType : unsigned short {
   Haversine = 13,
   /** Bray-Curtis distance **/
   BrayCurtis = 14,
-  /** Jensen-Shannon distance**/
+  /** Jensen-Shannon distance **/
   JensenShannon = 15,
-
+  /** Dice-Sorensen distance **/
+  DiceExpanded = 16,
   /** Precomputed (special value) **/
   Precomputed = 100
 };
-
 };  // namespace distance
 };  // end namespace raft
diff --git a/cpp/include/raft/sparse/distance/distance.cuh b/cpp/include/raft/sparse/distance/distance.cuh
index 92492dc37a..c6ec40cb03 100644
--- a/cpp/include/raft/sparse/distance/distance.cuh
+++ b/cpp/include/raft/sparse/distance/distance.cuh
@@ -55,7 +55,8 @@ static const std::unordered_set<raft::distance::DistanceType> supportedDistance{
   raft::distance::DistanceType::LpUnexpanded,
   raft::distance::DistanceType::JaccardExpanded,
   raft::distance::DistanceType::CosineExpanded,
-  raft::distance::DistanceType::HellingerExpanded};
+  raft::distance::DistanceType::HellingerExpanded,
+  raft::distance::DistanceType::DiceExpanded};
 
 /**
  * Compute pairwise distances between A and B, using the provided
@@ -116,6 +117,8 @@ void pairwiseDistance(value_t *out,
       hellinger_expanded_distances_t<value_idx, value_t>(input_config)
         .compute(out);
       break;
+    case raft::distance::DistanceType::DiceExpanded:
+      dice_expanded_distances_t<value_idx, value_t>(input_config).compute(out);
 
     default:
       THROW("Unsupported distance: %d", metric);