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

Kind

Family

Family benchmark or external ecosystem view.

Hazard Family

Wildfire

Public hazard grouping used on the benchmark index page.

Support Status

Synthetic-backed

Current maturity of the adapter or evaluator path.

Linked Models

8

8 models

Benchmark Mapping

Shared benchmark key: wildfire

Registered class: WildfireBenchmark

Mapped benchmark ecosystems

WildfireSpreadTS.

Supported Tasks

  • Danger

  • Spread

Key Metrics

  • accuracy

  • macro_f1

  • auc

  • pr_auc

  • mae

  • rmse

  • iou

  • f1

  • burned_area_mae

Smoke Configs

  • 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

Linked Models

DNN-LSTM-AutoEncoder, Wildfire Forecasting, ASUFM, CNN-ASPP, WildfireSpreadTS, ForeFire Adapter, WRF-SFIRE Adapter, FireCastNet.

Notes

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