diff --git a/tools/pot/openvino/tools/pot/graph/special_patterns.py b/tools/pot/openvino/tools/pot/graph/special_patterns.py
index 2ac1eac6962..d0810a99622 100644
--- a/tools/pot/openvino/tools/pot/graph/special_patterns.py
+++ b/tools/pot/openvino/tools/pot/graph/special_patterns.py
@@ -293,6 +293,21 @@ def create_softmax_reshape_transpose_matmul_pattern():
     return pattern.set_name('softmax_reshape_transpose_matmul').pattern
 
 
+# Stable diffusion UNet
+@registry_ignore_patterns('blocks')
+def create_stable_diffusion_pattern():
+    pattern = PatternBuilder()
+    pattern_2 = PatternBuilder()
+    softmax_out = pattern.append_single_op('SoftMax', 'softmax').get_last_node()
+    pattern_2.append_single_op('Reshape', 'reshape1')
+    pattern_2.append_single_op('Transpose', 'transpose')
+    transp_out = pattern_2.append_single_op('Reshape', 'reshape2').get_last_node()
+    pattern.pattern['nodes'] += pattern_2.pattern['nodes']
+    pattern.pattern['edges'] += pattern_2.pattern['edges']
+    pattern.insert_single_op([transp_out, softmax_out], None, 'MatMul', 'matmul')
+    return pattern.set_name('stable_diffusion').pattern
+
+
 @registry_ignore_patterns('blocks')
 def create_softmax_reshape_transpose_gather_matmul_pattern():
     pattern = PatternBuilder()