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

pick-benchmark
==============

Overview
--------

The current pick-benchmark path reuses the synthetic waveform picking bundle and tags it as a pick-benchmark-style benchmark adapter.

It supports the earthquake picking smoke path for the transformer and CNN picking baselines.

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

         Earthquake

      .. 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:** ``earthquake``

**Registered class:** ``EarthquakeBenchmark``

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

:doc:`Earthquake Benchmark </benchmarks/earthquake_benchmark>`

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

`pick-benchmark <https://github.com/seisbench/pick-benchmark>`_.

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

   - Phase Picking

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

   - ``p_pick_mae``
   - ``s_pick_mae``
   - ``precision``
   - ``recall``
   - ``f1``

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

   - ``eqtransformer_smoke.yaml``
   - ``gpd_smoke.yaml``

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

   :doc:`EQTransformer </modules/models_eqtransformer>`, :doc:`GPD </modules/models_gpd>`.