Planet Signal vs Stellar Activity Separation in Multi-Observable Time Series¶
- Task ID:
astronomy.planet_activity_sep - Domain:
astronomy - Subdomain:
exoplanet_time_series_inference - Status:
final - Benchmark set:
seed42(60tasks) - Tags:
exoplanet,stellar_activity,time_series,signal_separation,forecasting,model_selection
Runtime and requirements¶
- Estimated time:
210-480minutes - Python:
>=3.11 - Packages:
numpy>=1.24,scipy>=1.11,matplotlib>=3.7 - GPU required:
no - Network required:
no
Public input and output contract¶
Inputs¶
input_0.json(data): Task metadata including case order, reference epoch and units.input_1.csv(data): Anonymous irregular multi-channel time-series observations.input_2.csv(data): Anonymous future forecast requests.
Outputs¶
signal_summary.csv(data): Recovered latent-component summary coefficients for each case, with exactly the required header and one row per case.target_predictions.csv(data): Recovered component-A-only predictions with case_id and time_day copied from the request rows.
Public repository files¶
Formal benchmark task directories in the public repository are metadata-only. Versioned prompts and inputs are distributed through the pinned benchmark dataset.
Provenance¶
This task is included in the current seed42 benchmark set at dataset revision f11a199f71fb4b854ac43a1bf548d5df519141a9.
This page is generated only from files tracked in the public ASI-Bench repository at commit f18382f03faf.
Submission bundles, run logs, private scoring configuration, and private reference answers are not read by this page generator.