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FrontierFinance: 25 long-horizon financial modeling tasks, rubrics, and baseline computer-use harness
8a0e862 verified | name: FrontierFinance | |
| description: > | |
| FrontierFinance is a long-horizon benchmark of 25 complex financial modeling | |
| tasks across five core finance models (three-statement, LBO, DCF, merger, | |
| lender), requiring an average of over 18 hours of skilled human labor per task | |
| to complete. Developed with financial professionals, the benchmark reflects | |
| industry-standard financial modeling workflows and is paired with detailed | |
| rubrics for structured evaluation. | |
| Paper: https://arxiv.org/abs/2604.05912 | |
| tasks: | |
| - id: frontierfinance | |
| config: default | |
| split: train | |
| field_spec: | |
| input: prompt | |
| target: attachments | |
| id: sample_id | |
| metadata: [eval_type] | |
| solvers: | |
| - name: system_message | |
| args: | |
| template: | | |
| You are an expert investment banking associate building a financial model. | |
| IMPORTANT: | |
| - NEVER ask questions or wait for user input. Always proceed autonomously. | |
| - Save all your work to /workspace/ (include README.md documenting any | |
| problems, missing data, or assumptions) | |
| - When FULLY COMPLETED, respond with [DONE]. | |
| Work systematically. This is a challenging task requiring you to discover | |
| and use the right tools. We expect a human would take at least 8 hours to | |
| complete this with acceptable quality. | |
| - name: generate | |
| scorers: | |
| - name: includes |