diff --git a/src/gallium/frontends/teflon/tfl_device.c b/src/gallium/frontends/teflon/tfl_device.c
index 006c9ec5c6d..22411795306 100644
--- a/src/gallium/frontends/teflon/tfl_device.c
+++ b/src/gallium/frontends/teflon/tfl_device.c
@@ -161,6 +161,16 @@ fill_operation(struct teflon_delegate *delegate, TfLiteContext *tf_context, TfLi
       case kTfLiteBuiltinSplit:
          operation->type = PIPE_ML_OPERATION_TYPE_SPLIT;
          break;
+      case kTfLiteBuiltinPad: {
+         int32_t *paddings = tf_context->tensors[node->inputs->data[1]].data.data;
+
+         operation->type = PIPE_ML_OPERATION_TYPE_PAD;
+         operation->pad.before_x = paddings[2];
+         operation->pad.after_x = paddings[3];
+         operation->pad.before_y = paddings[4];
+         operation->pad.after_y = paddings[5];
+         break;
+      }
       default:
          unreachable("Unsupported ML operation type");
    }
@@ -239,6 +249,9 @@ dump_graph(struct pipe_tensor *tensors, unsigned tensor_count, struct pipe_ml_op
          case PIPE_ML_OPERATION_TYPE_SPLIT:
             teflon_debug("%-6s ", "SPLIT");
             break;
+         case PIPE_ML_OPERATION_TYPE_PAD:
+            teflon_debug("%-6s ", "PAD");
+            break;
       }
 
       for (unsigned j = 0; j < operations[i].input_count; j++) {
@@ -560,6 +573,18 @@ PrepareDelegate(TfLiteContext *context, TfLiteDelegate *delegate)
 
             break;
          }
+         case kTfLiteBuiltinPad: {
+            uint32_t *padding = context->tensors[node->inputs->data[1]].data.data;
+            supported = padding[0] == 0 &&
+                        padding[1] == 0 &&
+                        padding[2] == 1 &&
+                        padding[3] == 1 &&
+                        padding[4] == 1 &&
+                        padding[5] == 1 &&
+                        padding[6] == 0 &&
+                        padding[7] == 0;
+            break;
+         }
       }
 
       if (supported)
diff --git a/src/gallium/include/pipe/p_state.h b/src/gallium/include/pipe/p_state.h
index a497198708c..8d59b5decfd 100644
--- a/src/gallium/include/pipe/p_state.h
+++ b/src/gallium/include/pipe/p_state.h
@@ -1061,6 +1061,7 @@ enum pipe_ml_operation_type {
    PIPE_ML_OPERATION_TYPE_POOLING,
    PIPE_ML_OPERATION_TYPE_CONCATENATION,
    PIPE_ML_OPERATION_TYPE_SPLIT,
+   PIPE_ML_OPERATION_TYPE_PAD,
 };
 
 /**
@@ -1152,6 +1153,26 @@ struct pipe_ml_operation
           */
          bool padding_same;
       } pooling;
+      struct {
+         /**
+          * Left padding.
+          */
+         unsigned before_x;
+
+         /**
+          * Right padding.
+          */
+         unsigned after_x;
+
+         /**
+          * Top padding.
+          */
+         unsigned before_y;
+         /**
+          * Bottom padding.
+          */
+         unsigned after_y;
+      } pad;
    };
 };