TempusBench: An Evaluation Framework for Time-Series Forecasting
Paper • 2604.11529 • Published
variable_name int64 | timestamps string | values string | variable_type string |
|---|---|---|---|
0 | ["1970-01-01T00:00:00Z", "1970-01-02T00:00:00Z", "1970-01-03T00:00:00Z", "1970-01-04T00:00:00Z", "1970-01-05T00:00:00Z", "1970-01-06T00:00:00Z", "1970-01-07T00:00:00Z", "1970-01-08T00:00:00Z", "1970-01-09T00:00:00Z", "1970-01-10T00:00:00Z", "1970-01-11T00:00:00Z", "1970-01-12T00:00:00Z", "1970-01-13T00:00:00Z", "1970-0... | [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0... | target |
TempusBench — task data
Time-series task CSVs in TempusBench format (variable_name, timestamps, values, variable_type).
Each config is one benchmark task folder (see YAML configs in the frontmatter above).
Citation
TempusBench: https://arxiv.org/pdf/2604.11529
License
This dataset card applies to the bundled files as released on the Hub. Project default license for TempusBench: CC-BY-NC-ND-4.0. Individual series may inherit upstream terms — see paper and source listings.
Provenance & Responsible AI (NeurIPS / Croissant placeholders)
⚠️ PLACEHOLDER — fill before Croissant / OpenReview:
prov:wasDerivedFrom(upstream URIs per series),rai:dataLimitations,rai:dataBiases,rai:personalSensitiveInformation.If these are not yet finalized, export Core Croissant from the Hugging Face API after upload, then complete fields in the Croissant RAI editor.
Where to pull source URIs: arXiv text and supplementary materials for TempusBench first; then manual curation for any gaps.
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