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Table Question Answering on FinQA, HiTab, TAT-QA, TabMWP, and WTQ

40.48FinQA Accuracy

Gemini-2.5-Flash

Updated 1mo ago

Evaluation Results

Method	Links
Gemini-2.5-Flash 2026.04		40.48	55.43	70.27	88.37	78.18	66.55
V-tableR1 (4B) 2026.04		28.98	47.24	54.23	83.38	63.37	55.44
Qwen3-VL-32B 2026.04		26.32	46.2	56.23	80.37	65.49	54.92
V-tableR1 (2B) 2026.04		24.49	45.45	49.83	78.94	56.49	51.04
InternVL-2.5-14B 2026.04		24.27	33.43	46.28	74.34	61.89	48.04
GPT-4.1 2026.04		23.44	32.39	47.63	74.06	63.45	48.19
QVQ-72B 2026.04		23.12	45.7	55.48	82.2	68.2	54.94
InternVL-2.5-8B 2026.04		19.42	32.26	41.44	72.8	57.8	44.74
Qwen2.5-VL-72B 2026.04		19.34	44.04	52.23	81.95	65.7	52.65
Qwen3-VL-4B (SFT) 2026.04		18.88	36.58	46.63	76.6	54.32	46.6
Qwen3-VL-8B 2026.04		17.12	43.56	50	77.88	63.04	50.32
Qwen3-VL-2B (SFT) 2026.04		15.3	36.45	43.64	74.56	47.48	43.49
Qwen3-VL-4B 2026.04		14.74	27.75	35.19	71.92	54.72	40.86
GPT-4o 2026.04		13.42	27.59	30.98	71.88	57.8	40.33
Qwen3-VL-2B 2026.04		10.5	29.8	32.07	68.6	46.04	37.4
Table-LLaVA-13B 2026.04		7.71	10.85	15.67	59.77	20.41	22.88
Table-LLaVA-7B 2026.04		5.29	10.09	12.82	57.78	18.43	20.88
LLaVA-NeXT-7B 2026.04		2.03	4.67	12.64	19.16	8.36	9.37
LLaVA-1.5-7B 2026.04		1.5	3.66	8.29	5.92	12.32	6.34
LLaVA-1.5-13B 2026.04		1.24	5.81	10.05	6.14	15.63	7.77