README.md

metadata

license: mit
task_categories:
  - time-series-forecasting
  - other
tags:
  - retail
  - inventory-optimization
  - predict-then-optimize
  - chronos-2
  - operations-research
  - stochastic-programming
pretty_name: Retail Forecast-Optimize Benchmark
size_categories:
  - 1K<n<10K

Retail Forecast-Optimize Benchmark

Benchmark dataset for predict-then-optimize retail inventory decisions.

Contents

File pattern	Description
{scenario}_s{seed}.json	Full policy comparison per scenario instance
samples/sample_*.json	Retail scenario definitions
eval_results.json	Aggregated leaderboard metrics
chronos-2-live-forecasts/	Live Chronos-2 outputs from HF Jobs (when available)

Scenarios

• Baseline Operations
• Promotion Spike
• Holiday Surge
• Oil Price Shock
• Supply Disruption

Source Data

• t4tiana/store-sales-time-series-forecasting
• Jacoblian/RetailOpt-190

Forecast Model

amazon/chronos-2 — 120M parameter time-series foundation model with quantile forecasting.

Primary Metrics

Stockout cost, holding cost, waste, service level, total inventory cost, decision regret.

License

MIT