Caravan

Overview

The current Caravan alignment is a metadata-backed streamflow adapter layered on top of the shared synthetic graph-temporal flood dataset.

It currently drives the public smoke runs for NeuralHydrology LSTM and Google Flood Forecasting.

At a Glance

Kind

Ecosystem

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

2

2 models

Benchmark Mapping

Shared benchmark key: flood

Registered class: FloodBenchmark

Mapped benchmark family

Flood Benchmark

Primary Source

Caravan - A global community dataset for large-sample hydrology (repo).

Supported Tasks

  • Streamflow

Key Metrics

  • mae

  • rmse

  • nse

  • kge

Smoke Configs

  • neuralhydrology_lstm_smoke.yaml

  • google_flood_forecasting_smoke.yaml

Linked Models

NeuralHydrology LSTM, Google Flood Forecasting.