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Multimodal Chart Analysis on MCDR-Bench

81.21BG Score

Gemini-2.5-Pro

Updated 2mo ago

Evaluation Results

Method	Links
Gemini-2.5-Pro 2026.03		81.21	87.31	91.44	93.78	92.98	89.29	89.34
Claude-3.7 Sonnet 2026.03		68.78	57.27	89.45	85.02	86.97	74.96	77.08
Qwen2.5-VL-7B-Instruct w/ PRPO Think 2026.03		62.9	65.23	88.87	80.91	87.21	76.26	76.89
Qwen2.5-VL-7B-Instruct w/ PRPO 2026.03		50.65	61.38	81.78	72.83	84.01	69.62	69.9
Qwen2.5-VL-7B-Instruct w/ GRPO Think 2026.03		43.13	48.77	77.75	70.28	81.02	63	63.99
Qwen2.5-VL-7B-Instruct w/ GRPO 2026.03		41.24	51.69	75.38	66.14	77.4	61.71	62.26
GPT-4.1 2026.03		34.68	19.5	72.25	77.11	79.22	50.87	55.61
Llama-3.2-11B-Vision 2026.03		28.06	33.02	36.02	36.41	39.44	34.4	34.56
GPT-4o 2026.03		27.17	21.89	41.01	47.45	60	35.83	38.89
Qwen2.5-VL-7B-Instruct 2026.03		23.35	39.43	51.04	37.59	45.63	40.01	39.51
InternVL2.5-8B 2026.03		21.09	20.77	37.27	32.67	47.12	30.64	31.59
LLaVA-Next-7B 2026.03		10.73	7.81	23.08	20.66	27.29	16.96	17.76
ChartGemma-3B 2026.03		7.53	5.02	7.51	9.25	14.29	8.14	8.29
ChartInstruct-LLama2-7B 2026.03		4.9	3.38	5.84	6.69	5.54	5.09	5.24
Qwen2.5-VL-3B-Instruct 2026.03		1.88	0.81	3.06	10.83	12.58	4.96	5.69