Flood Benchmark

Overview

The flood benchmark family keeps streamflow and inundation scoring under one shared evaluator contract while preserving hazard-task-specific metrics.

Current public coverage is synthetic-backed, but the same family already drives the streamflow and inundation smoke configs used across the flood models.

At a Glance

Kind

Family

Family benchmark or external ecosystem view.

Hazard Family

Flood

Public hazard grouping used on the benchmark index page.

Support Status

Synthetic-backed

Current maturity of the adapter or evaluator path.

Linked Models

6

6 models

Benchmark Mapping

Shared benchmark key: flood

Registered class: FloodBenchmark

Mapped benchmark ecosystems

Caravan, FloodCastBench, HydroBench, WaterBench.

Supported Tasks

• Streamflow

• Inundation

Key Metrics

• mae

• rmse

• nse

• kge

• pixel_mae

• iou

• f1

Smoke Configs

• hydrographnet_smoke.yaml

• neuralhydrology_lstm_smoke.yaml

• neuralhydrology_ealstm_smoke.yaml

• google_flood_forecasting_smoke.yaml

• floodcast_smoke.yaml

• urbanfloodcast_smoke.yaml

Linked Models

HydroGraphNet, NeuralHydrology LSTM, EA-LSTM, Google Flood Forecasting, FloodCast, UrbanFloodCast.