diff --git a/kaminpar-cli/kaminpar_arguments.cc b/kaminpar-cli/kaminpar_arguments.cc
index 770c42eb..94f75cb0 100644
--- a/kaminpar-cli/kaminpar_arguments.cc
+++ b/kaminpar-cli/kaminpar_arguments.cc
@@ -169,6 +169,13 @@ CLI::Option_group *create_coarsening_options(CLI::App *app, Context &ctx) {
       ->description("Disables some approximations of sparsification algorithms.")
       ->default_val(false);
 
+  coarsening->add_option("--s-wff-tbr", ctx.sparsification.wff_target_burnt_ratio)
+      ->description("Target burn ratio of the Weighted Forest Fire (WFF) score")
+      ->default_val(5);
+  coarsening->add_option("--s-wff-pf", ctx.sparsification.wff_pf)
+      ->description("The probability which parameterizes the geometrically distributed number of "
+                    "neighbors to burn")
+      ->default_val(.95);
   coarsening
       ->add_option(
           "--c-contraction-limit",
diff --git a/kaminpar-shm/factories.cc b/kaminpar-shm/factories.cc
index a1f807e8..b7cb5c76 100644
--- a/kaminpar-shm/factories.cc
+++ b/kaminpar-shm/factories.cc
@@ -148,13 +148,17 @@ std::unique_ptr<sparsification::Sampler> create_sampler(const Context &ctx) {
       return std::make_unique<sparsification::RandomWithReplacementSampler<double>>(
           std::make_unique<sparsification::NetworKitScoreAdapter<
               sparsification::NetworKitWeightedForestFireScore,
-              double>>([](const NetworKit::Graph &g) {
-            return sparsification::NetworKitWeightedForestFireScore(g, 0.95, 5);
+              double>>([&](const NetworKit::Graph &g) {
+            return sparsification::NetworKitWeightedForestFireScore(
+                g, ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+            );
           })
       );
     case ScoreFunctionSection::WEIGHTED_FOREST_FIRE:
       return std::make_unique<sparsification::RandomWithReplacementSampler<EdgeID>>(
-          std::make_unique<sparsification::WeightedForestFireScore>(0.95, 5)
+          std::make_unique<sparsification::WeightedForestFireScore>(
+              ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+          )
       );
     case ScoreFunctionSection::EFFECTIVE_RESISTANCE:
       return std::make_unique<sparsification::RandomWithReplacementSampler<double>>(
@@ -179,13 +183,17 @@ std::unique_ptr<sparsification::Sampler> create_sampler(const Context &ctx) {
       return std::make_unique<sparsification::RandomWithoutReplacementSampler<double>>(
           std::make_unique<sparsification::NetworKitScoreAdapter<
               sparsification::NetworKitWeightedForestFireScore,
-              double>>([](const NetworKit::Graph &g) {
-            return sparsification::NetworKitWeightedForestFireScore(g, 0.95, 5);
+              double>>([&](const NetworKit::Graph &g) {
+            return sparsification::NetworKitWeightedForestFireScore(
+                g, ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+            );
           })
       );
     case ScoreFunctionSection::WEIGHTED_FOREST_FIRE:
       return std::make_unique<sparsification::RandomWithoutReplacementSampler<EdgeID>>(
-          std::make_unique<sparsification::WeightedForestFireScore>(0.95, 5)
+          std::make_unique<sparsification::WeightedForestFireScore>(
+              ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+          )
       );
     case ScoreFunctionSection::EFFECTIVE_RESISTANCE:
       return std::make_unique<sparsification::RandomWithoutReplacementSampler<double>>(
@@ -211,14 +219,18 @@ std::unique_ptr<sparsification::Sampler> create_sampler(const Context &ctx) {
       return std::make_unique<sparsification::IndependentRandomSampler<double>>(
           std::make_unique<sparsification::NetworKitScoreAdapter<
               sparsification::NetworKitWeightedForestFireScore,
-              double>>([](const NetworKit::Graph &g) {
-            return sparsification::NetworKitWeightedForestFireScore(g, 0.95, 5);
+              double>>([&](const NetworKit::Graph &g) {
+            return sparsification::NetworKitWeightedForestFireScore(
+                g, ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+            );
           }),
           ctx.sparsification.no_approx
       );
     case ScoreFunctionSection::WEIGHTED_FOREST_FIRE:
       return std::make_unique<sparsification::IndependentRandomSampler<EdgeID>>(
-          std::make_unique<sparsification::WeightedForestFireScore>(0.95, 5),
+          std::make_unique<sparsification::WeightedForestFireScore>(
+              ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+          ),
           ctx.sparsification.no_approx
       );
     case ScoreFunctionSection::EFFECTIVE_RESISTANCE:
@@ -246,12 +258,16 @@ std::unique_ptr<sparsification::Sampler> create_sampler(const Context &ctx) {
           std::make_unique<sparsification::NetworKitScoreAdapter<
               sparsification::NetworKitWeightedForestFireScore,
               double>>([](const NetworKit::Graph &g) {
-            return sparsification::NetworKitWeightedForestFireScore(g, 0.95, 5);
+            return sparsification::NetworKitWeightedForestFireScore(
+                g, ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+            );
           })
       );
     case ScoreFunctionSection::WEIGHTED_FOREST_FIRE:
       return std::make_unique<sparsification::ThresholdSampler<EdgeID>>(
-          std::make_unique<sparsification::WeightedForestFireScore>(0.95, 5)
+          std::make_unique<sparsification::WeightedForestFireScore>(
+              ctx.sparsification.wff_pf, ctx.sparsification.wff_target_burnt_ratio
+          )
       );
     case ScoreFunctionSection::EFFECTIVE_RESISTANCE:
       return std::make_unique<sparsification::ThresholdSampler<double>>(
diff --git a/kaminpar-shm/kaminpar.h b/kaminpar-shm/kaminpar.h
index c567c1eb..4a669e93 100644
--- a/kaminpar-shm/kaminpar.h
+++ b/kaminpar-shm/kaminpar.h
@@ -243,6 +243,9 @@ struct SparsificationContext {
   float target_factor;
 
   bool no_approx;
+
+  float wff_target_burnt_ratio;
+  float wff_pf;
 };
 
 //