| --- |
| task_categories: |
| - tabular-classification |
| - text-retrieval |
| language: |
| - en |
| tags: |
| - company-funding |
| - funding-rounds |
| - venture-capital |
| - data-enrichment |
| - company-data |
| - b2b |
| - benchmark |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: companies |
| data_files: |
| - split: eval |
| path: data/eval.jsonl |
| --- |
| |
| # Company Funding: Public Set |
|
|
| #### 10 companies in the same format as the set the **company funding** benchmark is scored on. Every provider receives the same company domain, and the benchmark scores the latest funding round it returns. |
|
|
| The leaderboard on [openbenchmarks.com/company-funding](https://openbenchmarks.com/company-funding) |
| is scored on a held-out private set that is not distributed. |
|
|
| ## Dataset Description |
|
|
| 10 funding rounds announced between 2026-09-16 and 2026-10-13, each confirmed |
| against the company's own announcement or an investor release. Each row has: |
|
|
| * `case_id`: stable identifier, prefixed `public-`. |
| * `slice`: `recent` for rounds announced in the 30 days before the query. |
| * `input_domain`: the domain sent to every provider. |
| * `input_name`: the company name, for reference. |
| * `latest_stage`: the most recent funding round, in the benchmark's canonical |
| stage taxonomy (`pre_seed`, `seed`, `series_a` through `series_h`, |
| `private_equity`, `venture_unspecified`, `debt_or_credit`, and others). |
| * `latest_announced_on`: the date the round was announced, `YYYY-MM-DD`. |
| * `latest_amount`: the round size in `currency`. Empty when the announcement |
| gives no exact figure for the latest round. |
| * `currency`: ISO currency code for `latest_amount`. |
|
|
| ## Scoring |
|
|
| The headline metric is **correct stage yield**: the share of companies for which |
| a provider returned the correct latest stage. A missing or wrong stage lowers |
| the score. An LLM judge compares each provider's stage, date, and amount with |
| the reference values, using these rules: |
|
|
| * Series A through H need the same letter. Same-letter suffixes such as B1, B2, |
| or B+ match Series B. |
| * Seed, Seed Bridge, and Pre-Series A are equivalent. Seed and Pre-Seed are |
| different stages. |
| * Private equity, growth equity, and strategic or corporate investment are |
| equivalent. |
| * For other disagreements outside the Series letters, an exactly matching date |
| or amount can make the answer correct. |
|
|
| Scores on this set are not comparable to the leaderboard. |
|
|
