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SOTA Financial Question Answering benchmarks and papers with code | Wizwand
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Financial Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
FiQA
Ours
Accuracy
82.7
85
4mo ago
FinQA (test)
EEDP
Accuracy
76.05
57
4mo ago
FinQA
TaNOS
Accuracy
83.46
30
2mo ago
TATQA 1.0 (test)
Program-of-Thoughts (PoT)
Accuracy
89.99
30
4mo ago
FinVQA text-only (test)
Qwen3-VL-32B-Instruct
Accuracy (English)
77.8
27
2mo ago
FinanceIQ
Re-TASK (Full)
Accuracy (%)
73.6
27
4mo ago
S&P 500 benchmark
STOCK-R1-8B
Forecast QA Score
56.78
14
2mo ago
FinMME
Qwen2.5-VL-72B
Accuracy
52.54
9
1mo ago
BizBench SEC-NUM
GPT
Accuracy
79.3
9
1mo ago
TAT-QA (test)
FinAgent-RAG
Execution Accuracy
74.96
9
2mo ago
ConvFinQA (test)
FinAgent-RAG
Execution Accuracy
78.46
9
2mo ago
FinMMR Hard
Claude Sonnet
Accuracy
50.8
8
1mo ago
FinMMR Medium
Qwen3-VL-8B + FINACUMEN
Accuracy
67
8
1mo ago
FinMMR Easy
Qwen3-VL-8B + FINACUMEN
Accuracy
81.67
8
1mo ago
FinanceBench
BRANE
Cost Saving
89.1
8
1mo ago
FinTMMBench
GPT
Accuracy
21.53
7
1mo ago
FinanceQA
DMind-3
Score
70.3
6
4mo ago
FIQA Synthetic NIID 1.0 (test)
FedDQC
Win Rate
82.1
6
4mo ago
FIQA Synthetic IID 1.0 (test)
FedDQC
Win Rate
72.1
6
4mo ago
Finance Agent periodic-filing (10-K/10-Q) leaderboard v2
Gemini 3.5 Flash
Accuracy
57.9
5
1mo ago
MultiFinRAG Total
MultiFinRAG
Accuracy
75.3
5
3mo ago
MultiFinRAG Text+Image Table-based
MultiFinRAG
Accuracy
40
5
3mo ago
MultiFinRAG Table-based split
MultiFinRAG
Accuracy
69.4
5
3mo ago
MultiFinRAG Image-based
MultiFinRAG
Accuracy
66.7
5
3mo ago
MultiFinRAG Text-based
MultiFinRAG
Accuracy
90.4
5
3mo ago
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