Financial Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
FiQA	Ours	Accuracy82.7	85	1mo ago
FinQA (test)	EEDP	Accuracy76.05	57	1mo ago
TATQA 1.0 (test)	Program-of-Thoughts (PoT)	Accuracy89.99	30	1mo ago
FinanceIQ	Re-TASK (Full)	Accuracy (%)73.6	27	1mo ago
FinQA	Formula-R1-Plus	Accuracy80.47	16	25d ago
FinanceQA	DMind-3	Score70.3	6	1mo ago
FIQA Synthetic NIID 1.0 (test)	FedDQC	Win Rate82.1	6	1mo ago
FIQA Synthetic IID 1.0 (test)	FedDQC	Win Rate72.1	6	1mo ago
MultiFinRAG Total	MultiFinRAG	Accuracy75.3	5	5d ago
MultiFinRAG Text+Image Table-based	MultiFinRAG	Accuracy40	5	5d ago
MultiFinRAG Table-based split	MultiFinRAG	Accuracy69.4	5	5d ago
MultiFinRAG Image-based	MultiFinRAG	Accuracy66.7	5	5d ago
MultiFinRAG Text-based	MultiFinRAG	Accuracy90.4	5	5d ago
FinanceBench (test)		ROUGE-L20	4	1mo ago
FinDER Mean	Hybrid Document-Routed Retrieval	Average Score7.54	3	18d ago
FinDER Group 05	Hybrid Document-Routed Retrieval	Average Score7.39	3	18d ago
FinDER Group 04	Hybrid Document-Routed Retrieval	Average Score7.72	3	18d ago
FinDER Group 03	Hybrid Document-Routed Retrieval	Average Score7.39	3	18d ago
FinDER Group 02	Hybrid Document-Routed Retrieval	Average Score7.76	3	18d ago
FinDER Group 01	Hybrid Document-Routed Retrieval	Average Score7.44	3	18d ago
fiqa v1 (test)	-	Accuracy-	0	1mo ago

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