Earthquake Benchmark

Overview

The earthquake benchmark family groups the picking and forecasting paths under one registered evaluator and benchmark runner entrypoint.

Current public coverage is synthetic-backed but already exposes the same task and report shape used across the earthquake smoke configs.

At a Glance

Kind

Family

Family benchmark or external ecosystem view.

Hazard Family

Earthquake

Public hazard grouping used on the benchmark index page.

Support Status

Synthetic-backed

Current maturity of the adapter or evaluator path.

Linked Models

5

5 models

Benchmark Mapping

Shared benchmark key: earthquake

Registered class: EarthquakeBenchmark

Mapped benchmark ecosystems

AEFA, pick-benchmark, pyCSEP, SeisBench.

Supported Tasks

  • Phase Picking

  • Wavefield Forecasting

Key Metrics

  • p_pick_mae

  • s_pick_mae

  • precision

  • recall

  • f1

  • mae

  • mse

Smoke Configs

  • phasenet_smoke.yaml

  • eqtransformer_smoke.yaml

  • gpd_smoke.yaml

  • eqnet_smoke.yaml

  • wavecastnet_benchmark_smoke.yaml

Linked Models

PhaseNet, EQTransformer, GPD, EQNet, WaveCastNet.

Notes

  • Forecasting runs export a pyCSEP-style report artifact through the shared earthquake benchmark.