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Papers Benchmarks Datasets Tasks

Financial Reasoning research benchmarks · SOTA2 Research

Financial Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GPT-5 mini-high

77.6Accuracy

69

May 26, 2026

50.67Accuracy

46

Jun 11, 2026

70Accuracy

32

Jun 11, 2026

96.51Accuracy

27

Jun 12, 2026

GPT-5 mini-high

85.7Accuracy

23

Mar 10, 2026

52.45Accuracy

11

Mar 4, 2026

S&P 500 Scenario-based MCQs Stage I

87.14Accuracy

10

Apr 21, 2026

OPENFIN (held-out)

73.4DBS

9

Feb 26, 2026

QianfanHuijin-70B

86.72Score

7

Feb 26, 2026

FinChain (test)

Qwen-2.5-32B-it

82DRS

6

May 18, 2026

Financial Reasoning Tasks and FinAgent Aggregated (Overall Avg)

Supervisor-Committee + DoC

74.9Overall Average Accuracy

5

Jun 2, 2026

Supervisor-Committee

66Accuracy (Steps)

5

Jun 2, 2026

Risk Management

Supervisor-Committee + DoC

90.5Accuracy (Correct/Complete Steps)

5

Jun 2, 2026

Supervisor-Committee + DoC

96.3Accuracy

5

Jun 2, 2026

Supervisor-Committee + DoC

54.2Accuracy

5

Jun 2, 2026

FinanceBench Finance-Agent

Multi-agent + parallel

80.8Performance Change vs. SAS

1

Jul 7, 2026

—

—Primary metric

0

Jun 19, 2026

—

—Primary metric

0

Jun 19, 2026

Popular datasets

FinanceBench FinQA ConvFinQA Finance OPENFIN

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