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

Wildfire Benchmark
==================

Overview
--------

The wildfire benchmark family is the single scoring layer for tabular danger tasks, weekly forecasting tasks, and raster spread tasks.

Current coverage is synthetic-backed, but it already exposes a single hazard-level evaluator contract across wildfire danger and wildfire spread smoke configs.

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

         Family

      .. container:: catalog-stat-note

         Family benchmark or external ecosystem view.

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

      .. container:: catalog-stat-value

         Wildfire

      .. 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

         8

      .. container:: catalog-stat-note

         8 models


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

**Shared benchmark key:** ``wildfire``

**Registered class:** ``WildfireBenchmark``

Mapped benchmark ecosystems
~~~~~~~~~~~~~~~~~~~~~~~~~~~

:doc:`WildfireSpreadTS </benchmarks/wildfirespreadts_ecosystem>`.

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

   - Danger
   - Spread

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

   - ``accuracy``
   - ``macro_f1``
   - ``auc``
   - ``pr_auc``
   - ``mae``
   - ``rmse``
   - ``iou``
   - ``f1``
   - ``burned_area_mae``

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

   - ``wildfire_danger_smoke.yaml``
   - ``wildfire_forecasting_smoke.yaml``
   - ``asufm_smoke.yaml``
   - ``wildfire_spread_smoke.yaml``
   - ``wildfirespreadts_smoke.yaml``
   - ``forefire_smoke.yaml``
   - ``wrf_sfire_smoke.yaml``
   - ``firecastnet_smoke.yaml``

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

   :doc:`DNN-LSTM-AutoEncoder </modules/models_wildfire_fpa>`, :doc:`Wildfire Forecasting </modules/models_wildfire_forecasting>`, :doc:`ASUFM </modules/models_asufm>`, :doc:`CNN-ASPP </modules/models_wildfire_aspp>`, :doc:`WildfireSpreadTS </modules/models_wildfirespreadts>`, :doc:`ForeFire Adapter </modules/models_forefire>`, :doc:`WRF-SFIRE Adapter </modules/models_wrf_sfire>`, :doc:`FireCastNet </modules/models_firecastnet>`.

.. dropdown:: Notes
   :class-container: catalog-dropdown

   - WildfireSpreadTS is the public Appendix-A benchmark ecosystem surfaced on this page.