.. This file is generated by scripts/render_benchmark_docs.py. Do not edit by hand.

FloodCastBench
==============

Overview
--------

The current FloodCastBench alignment is implemented as a synthetic raster inundation adapter used by the public inundation smoke configs.

It documents the benchmark/data protocol behind the FloodCast and UrbanFloodCast smoke paths.

At a Glance
-----------

.. grid:: 1 2 4 4
   :gutter: 2
   :class-container: catalog-grid

   .. grid-item-card:: Kind
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         Ecosystem

      .. container:: catalog-stat-note

         Family benchmark or external ecosystem view.

   .. grid-item-card:: Hazard Family
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         Flood

      .. container:: catalog-stat-note

         Public hazard grouping used on the benchmark index page.

   .. grid-item-card:: Support Status
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         :bdg-info:`Synthetic-backed`

      .. container:: catalog-stat-note

         Current maturity of the adapter or evaluator path.

   .. grid-item-card:: Linked Models
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         2

      .. container:: catalog-stat-note

         2 models


Benchmark Mapping
-----------------

**Shared benchmark key:** ``flood``

**Registered class:** ``FloodBenchmark``

Mapped benchmark family
~~~~~~~~~~~~~~~~~~~~~~~

:doc:`Flood Benchmark </benchmarks/flood_benchmark>`

Primary Source
~~~~~~~~~~~~~~

`FloodCastBench <https://github.com/HydroPML/FloodCastBench>`_.

.. dropdown:: Supported Tasks
   :class-container: catalog-dropdown

   - Inundation

.. dropdown:: Key Metrics
   :class-container: catalog-dropdown

   - ``pixel_mae``
   - ``iou``
   - ``f1``

.. dropdown:: Smoke Configs
   :class-container: catalog-dropdown

   - ``floodcast_smoke.yaml``
   - ``urbanfloodcast_smoke.yaml``

.. dropdown:: Linked Models
   :class-container: catalog-dropdown

   :doc:`FloodCast </modules/models_floodcast>`, :doc:`UrbanFloodCast </modules/models_urbanfloodcast>`.