{ "benchmark_id": "future-ts-v1", "name": "FUTURE-TS v0.1.0 strict surface", "version": "0.1.0", "description": "FUTURE-TS v0.1.0 — the strict public-preview benchmark surface. Submissions must declare a pretraining_data_manifest, sealed execution is enforced on blind_archive and live tiers, paired MASE and CRPS metrics are reported on every forecasting task, adaptation AUC is computed over a real multi-budget curve when submissions cover multiple budgets, and the capability vector covers all six dimensions F/U/R/A/E/D (the inventory newsvendor task gives D substance).", "adaptation_budgets": [ "zero_shot", "few_shot", "peft" ], "tier_weights": { "public_dev": 0.25, "blind_archive": 0.35, "live": 0.4 }, "tracks": [ "forecasting_core", "covariate_aware", "multivariate_relational", "data_quality", "event", "transfer", "multimodal_context" ], "task_paths": [ "../v0/tasks/blind_archive_bls_payroll_revision.json", "../v0/tasks/blind_archive_cdc_ili_revision.json", "../v0/tasks/blind_archive_global_shipping_graph.json", "../v0/tasks/blind_archive_hospital_ed_arrivals.json", "../v0/tasks/blind_archive_policy_transfer_fred.json", "../v0/tasks/blind_archive_port_throughput.json", "../v0/tasks/blind_archive_power_grid_nodes.json", "../v0/tasks/blind_archive_transfer_cross_region_load.json", "../v0/tasks/blind_archive_usgs_sensor_gaps.json", "../v0/tasks/live_noaa_wind_ramp_event.json", "../v0/tasks/live_open311_incident_spike_public.json", "../v0/tasks/live_policy_text_macro_context.json", "../v0/tasks/live_satellite_cloud_cover_context.json", "../v0/tasks/live_solar_generation.json", "../v0/tasks/live_support_incident_spike.json", "../v0/tasks/live_transfer_demand_response.json", "../v0/tasks/live_transfer_new_region_traffic.json", "../v0/tasks/public_dev_energy_load_day_ahead.json", "../v0/tasks/public_dev_fred_yield_curve_shift.json", "../v0/tasks/public_dev_inventory_holding_cost.json", "../v0/tasks/public_dev_noaa_temperature_station.json", "../v0/tasks/public_dev_openweather_heat_index.json", "../v0/tasks/public_dev_retail_promo_sales.json", "../v0/tasks/public_dev_transit_turnstile_entries.json", "../v0/tasks/public_dev_usda_feed_cost_index.json" ], "require_pretraining_manifest": true }