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

TCBench Alpha
=============

Overview
--------

The current TCBench Alpha alignment uses a metadata-backed storm-history adapter over the shared synthetic tropical-cyclone dataset.

It currently drives the tropicalcyclone_MLP, SAF-Net, and TCIF-fusion 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

         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

         Tropical Cyclone

      .. 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

         3

      .. container:: catalog-stat-note

         3 models


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

**Shared benchmark key:** ``tc``

**Registered class:** ``TropicalCycloneBenchmark``

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

:doc:`Tropical Cyclone Benchmark </benchmarks/tropical_cyclone_benchmark>`

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

`TCBench Alpha <https://github.com/msgomez06/TCBench_Alpha>`_.

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

   - Track + Intensity

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

   - ``track_error``
   - ``intensity_mae``

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

   - ``tropicalcyclone_mlp_smoke.yaml``
   - ``saf_net_smoke.yaml``
   - ``tcif_fusion_smoke.yaml``

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

   :doc:`Tropical Cyclone MLP </modules/models_tropicalcyclone_mlp>`, :doc:`SAF-Net </modules/models_saf_net>`, :doc:`TCIF-fusion </modules/models_tcif_fusion>`.