FinQA

FinQA: Evaluates financial analysis, accounting, market reasoning, and quantitative business tasks.

13rows
execution_accuracyprimary metric
2026-05-27sampled

Metadata

Metrics

Execution accuracy, Program accuracy

Latest Results

Rows are parsed from the FinQA paper arXiv LaTeX main results table.

Rank Subject Execution accuracy Model Match Provenance Sampled
1 Human Expert Performance 91.16 — Imported 2026-05-27
2 FinQANet-Gold (RoBERTa-large) 70.0 — Imported 2026-05-27
3 FinQANet (RoBERTa-large) 61.24 — Imported 2026-05-27
4 FinQANet (RoBERTa-base) 56.1 — Imported 2026-05-27
5 FinQANet (BERT-large) 53.52 — Imported 2026-05-27
6 General Crowd Performance 50.68 — Imported 2026-05-27
7 FinQANet (FinBert) 50.1 — Imported 2026-05-27
8 FinQANet (BERT-base) 50.0 — Imported 2026-05-27
9 Retriever + NeRd (BERT-base) 48.57 — Imported 2026-05-27
10 Pre-Trained Longformer (base) 21.9 — Imported 2026-05-27
11 Retriever + Seq2seq 19.71 — Imported 2026-05-27
12 TF-IDF + Single Op 1.01 — Imported 2026-05-27
13 Retriever + Direct Generation 0.3 — Imported 2026-05-27