FinQA (Snorkel OpenEnv environment)
Not in model cards
Agent answers 290 multi-step questions on SEC 10-K data via MCP tools and constrained SQL. Binary reward with 1% numeric tolerance.
Not the 2021 FinQA dataset. Design choices: SQL tool rejects SELECT * and requires filters. No LLM judge. 50-tool-call cap. An RL-trained Qwen3-4B (59.7%) beat Qwen3-235B (51.4%), which Snorkel reads as tool discipline over scale. Also hosted as HF Space snorkelai/finqa-env.
- Level
- University Undergraduates and entry-level professionals
- Scored
- Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
- Answers
- Agent task Many steps in a terminal, browser, desktop, app, game or robot.
No scores here yet
We have no scores for FinQA (Snorkel OpenEnv environment) yet.
No lab model card reports it yet
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.
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