diff --git a/CHANGELOG.md b/CHANGELOG.md
index 992ae51dc8..bd0bb4921d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,11 @@ All notable changes to this project will be documented in this file.
 - Reduce tiling unittests resource consumption
   (<https://github.com/openvinotoolkit/training_extensions/pull/4073>)
 
+### Bug fixes
+
+- Fix MaskDINO, MonoDETR recipes
+  (<https://github.com/openvinotoolkit/training_extensions/pull/4080>)
+
 ## \[2.3.0\]
 
 ### New features
diff --git a/src/otx/recipe/instance_segmentation/maskdino_r50.yaml b/src/otx/recipe/instance_segmentation/maskdino_r50.yaml
index 285742f86d..7cae1b77b0 100644
--- a/src/otx/recipe/instance_segmentation/maskdino_r50.yaml
+++ b/src/otx/recipe/instance_segmentation/maskdino_r50.yaml
@@ -35,15 +35,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
   max_epochs: 100
diff --git a/src/otx/recipe/instance_segmentation/maskdino_r50_tile.yaml b/src/otx/recipe/instance_segmentation/maskdino_r50_tile.yaml
index 2de24ac06c..807f202d2c 100644
--- a/src/otx/recipe/instance_segmentation/maskdino_r50_tile.yaml
+++ b/src/otx/recipe/instance_segmentation/maskdino_r50_tile.yaml
@@ -35,15 +35,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
   max_epochs: 100
diff --git a/src/otx/recipe/object_detection_3d/monodetr3d.yaml b/src/otx/recipe/object_detection_3d/monodetr3d.yaml
index ec5aaa005e..b44416e81d 100644
--- a/src/otx/recipe/object_detection_3d/monodetr3d.yaml
+++ b/src/otx/recipe/object_detection_3d/monodetr3d.yaml
@@ -35,10 +35,6 @@ overrides:
   callbacks:
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
         patience: 15
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 30
         warmup_epochs: 30