Multimodal Chart Analysis on MCDR-Bench benchmark leaderboard · SOTA2 Research

Multimodal Chart Analysis on MCDR-Bench

81.21BG ScoreGemini-2.5-Pro

Evaluation Results

Method
Gemini-2.5-Pro2026.03	81.21	87.31	91.44	93.78	92.98	89.29	89.34
Claude-3.7 Sonnet2026.03	68.78	57.27	89.45	85.02	86.97	74.96	77.08
Qwen2.5-VL-7B-Instruct w/ PRPO Think2026.03	62.9	65.23	88.87	80.91	87.21	76.26	76.89
Qwen2.5-VL-7B-Instruct w/ PRPO2026.03	50.65	61.38	81.78	72.83	84.01	69.62	69.9
Qwen2.5-VL-7B-Instruct w/ GRPO Think2026.03	43.13	48.77	77.75	70.28	81.02	63	63.99
Qwen2.5-VL-7B-Instruct w/ GRPO2026.03	41.24	51.69	75.38	66.14	77.4	61.71	62.26
GPT-4.12026.03	34.68	19.5	72.25	77.11	79.22	50.87	55.61
Llama-3.2-11B-Vision2026.03	28.06	33.02	36.02	36.41	39.44	34.4	34.56
GPT-4o2026.03	27.17	21.89	41.01	47.45	60	35.83	38.89
Qwen2.5-VL-7B-Instruct2026.03	23.35	39.43	51.04	37.59	45.63	40.01	39.51
InternVL2.5-8B2026.03	21.09	20.77	37.27	32.67	47.12	30.64	31.59
LLaVA-Next-7B2026.03	10.73	7.81	23.08	20.66	27.29	16.96	17.76
ChartGemma-3B2026.03	7.53	5.02	7.51	9.25	14.29	8.14	8.29
ChartInstruct-LLama2-7B2026.03	4.9	3.38	5.84	6.69	5.54	5.09	5.24
Qwen2.5-VL-3B-Instruct2026.03	1.88	0.81	3.06	10.83	12.58	4.96	5.69