metadata
license: cc-by-nc-nd-4.0
language:
- en
pretty_name: TempusBench Tasks
configs:
- config_name: covariate_climate_hourly_madrid_air_pollution
data_files:
- split: train
path: >-
tasks/covariate/covariate_climate_hourly_madrid_air_pollution/covariate_climate_hourly_madrid_air_pollution.csv
- config_name: covariate_econ_quarterly_fred_qd
data_files:
- split: train
path: >-
tasks/covariate/covariate_econ_quarterly_fred_qd/covariate_econ_quarterly_fred_qd.csv
- config_name: covariate_energy_minutes_splitsmart_ac_energy
data_files:
- split: train
path: >-
tasks/covariate/covariate_energy_minutes_splitsmart_ac_energy/covariate_energy_minutes_splitsmart_ac_energy.csv
- config_name: covariate_healthcare_daily_nyc_covid_counts
data_files:
- split: train
path: >-
tasks/covariate/covariate_healthcare_daily_nyc_covid_counts/covariate_healthcare_daily_nyc_covid_counts.csv
- config_name: covariate_manufacturing_seconds_skab
data_files:
- split: train
path: >-
tasks/covariate/covariate_manufacturing_seconds_skab/covariate_manufacturing_seconds_skab.csv
- config_name: covariate_nature_annually_global_carbon_budget
data_files:
- split: train
path: >-
tasks/covariate/covariate_nature_annually_global_carbon_budget/covariate_nature_annually_global_carbon_budget_barbados.csv
- config_name: covariate_sales_weekly_walmart_sales
data_files:
- split: train
path: >-
tasks/covariate/covariate_sales_weekly_walmart_sales/covariate_sales_weekly_walmart_sales.csv
- config_name: covariate_software_hourly_cybertec_iiot_malware
data_files:
- split: train
path: >-
tasks/covariate/covariate_software_hourly_cybertec_iiot_malware/covariate_software_hourly_cybertec_iiot_malware.csv
- config_name: covariate_transport_monthly_airline_baggage_complaints
data_files:
- split: train
path: >-
tasks/covariate/covariate_transport_monthly_airline_baggage_complaints/covariate_transport_monthly_airline_baggage_complaints.csv
- config_name: covariate_web_daily_wikipedia_web_traffic
data_files:
- split: train
path: >-
tasks/covariate/covariate_web_daily_wikipedia_web_traffic/covariate_web_daily_wikipedia_web_traffic.csv
- config_name: multivariate_climate_hourly_madrid_air_pollution
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_climate_hourly_madrid_air_pollution/multivariate_climate_hourly_madrid_air_pollution.csv
- config_name: multivariate_econ_quarterly_fred_qd
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_econ_quarterly_fred_qd/multivariate_econ_quarterly_fred_qd.csv
- config_name: multivariate_energy_minutes_splitsmart_ac_energy
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_energy_minutes_splitsmart_ac_energy/multivariate_energy_minutes_splitsmart_ac_energy.csv
- config_name: multivariate_healthcare_daily_nyc_covid_counts
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_healthcare_daily_nyc_covid_counts/multivariate_healthcare_daily_nyc_covid_counts.csv
- config_name: multivariate_manufacturing_seconds_skab
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_manufacturing_seconds_skab/multivariate_manufacturing_seconds_skab.csv
- config_name: multivariate_nature_annually_global_carbon_budget
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_nature_annually_global_carbon_budget/multivariate_nature_annually_global_carbon_budget_barbados.csv
- config_name: multivariate_sales_weekly_walmart_sales
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_sales_weekly_walmart_sales/multivariate_sales_weekly_walmart_sales.csv
- config_name: multivariate_software_hourly_cybertec_iiot_malware
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_software_hourly_cybertec_iiot_malware/multivariate_software_hourly_cybertec_iiot_malware.csv
- config_name: multivariate_transport_monthly_airline_baggage_complaints
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_transport_monthly_airline_baggage_complaints/multivariate_transport_monthly_airline_baggage_complaints.csv
- config_name: multivariate_web_daily_wikipedia_web_traffic
data_files:
- split: train
path: >-
tasks/multivariate/multivariate_web_daily_wikipedia_web_traffic/multivariate_web_daily_wikipedia_web_traffic.csv
- config_name: univariate_climate_daily_mean_humidity_delhi
data_files:
- split: train
path: >-
tasks/univariate/univariate_climate_daily_mean_humidity_delhi/univariate_climate_daily_mean_humidity_delhi.csv
- config_name: univariate_economics_weekly_federal_funds_effective_rate
data_files:
- split: train
path: >-
tasks/univariate/univariate_economics_weekly_federal_funds_effective_rate/univariate_economics_weekly_federal_funds_effective_rate.csv
- config_name: univariate_energy_monthly_electricity_price_kwh
data_files:
- split: train
path: >-
tasks/univariate/univariate_energy_monthly_electricity_price_kwh/univariate_energy_monthly_electricity_price_kwh.csv
- config_name: univariate_healthcare_monthly_all_employees_health_care
data_files:
- split: train
path: >-
tasks/univariate/univariate_healthcare_monthly_all_employees_health_care/univariate_healthcare_monthly_all_employees_health_care.csv
- config_name: univariate_manufacturing_seconds_skab_pressure
data_files:
- split: train
path: >-
tasks/univariate/univariate_manufacturing_seconds_skab_pressure/univariate_manufacturing_seconds_skab_pressure.csv
- config_name: univariate_nature_minutes_soil_moisture
data_files:
- split: train
path: >-
tasks/univariate/univariate_nature_minutes_soil_moisture/univariate_nature_minutes_soil_moisture.csv
- config_name: univariate_sales_quarterly_real_residential_property_prices
data_files:
- split: train
path: >-
tasks/univariate/univariate_sales_quarterly_real_residential_property_prices/univariate_sales_quarterly_real_residential_property_prices.csv
- config_name: univariate_software_daily_software_dev_postings_indeed
data_files:
- split: train
path: >-
tasks/univariate/univariate_software_daily_software_dev_postings_indeed/univariate_software_daily_software_dev_postings_indeed.csv
- config_name: univariate_transport_annually_air_passengers_carried
data_files:
- split: train
path: >-
tasks/univariate/univariate_transport_annually_air_passengers_carried/univariate_transport_annually_air_passengers_carried.csv
- config_name: univariate_web_hourly_hourly_web_requests
data_files:
- split: train
path: >-
tasks/univariate/univariate_web_hourly_hourly_web_requests/univariate_web_hourly_hourly_web_requests.csv
TempusBench — task data
Time-series task CSVs in TempusBench format (variable_name, timestamps, values).
Each config is one benchmark task folder (see YAML configs in the frontmatter above).
Task definitions (task.yaml, metadata.json) ship with the TempusBench package or
can be synced from this dataset under the tasks/ prefix.
Usage with TempusBench
pip install tempus_bench
python -m tempus_bench.run_benchmark --config tempus_bench/config/local_test.yaml
On first run, missing task CSVs are downloaded automatically from this dataset.
Citation
TempusBench: https://arxiv.org/pdf/2604.11529
License
Project default license for TempusBench: CC-BY-NC-ND-4.0. Individual series may inherit upstream terms — see the TempusBench paper and source listings.
Dataset page: https://huggingface.co/datasets/Smlcrm/tempus_bench_tasks