Datasets › FinQA
FinQA
FinQA is a new large-scale dataset with Question-Answering pairs over Financial reports, written by financial experts. The dataset contains 8,281 financial QA pairs, along with their numerical reasoning processes.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | FinQA | APOLLO Execution Accuracy 71.07 | APOLLO: An Optimized Training Approach for Long-form... | gasolsun36/iter-cot +2 | 6 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 110. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks | 0 | 1 | 10 May 2023 | not harvested |
| APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning | 3 | 1 | 14 Dec 2022 | not harvested |
| ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler | 1 | 1 | 18 Oct 2022 | ran 1 of 2 samples (1 unverified) |
| FinQA: A Dataset of Numerical Reasoning over Financial Data | 1 | 3 | 1 Sep 2021 | ran 3 of 3 samples (0 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- FinQA
1 variant name, as the archive lists them.
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