Chart Understanding on FinChart-Bench benchmark leaderboard · SOTA2 Research

Chart Understanding on FinChart-Bench

97.86TF Scoreo3

Evaluation Results

Method	Links
o32026.06		97.86	92.17	60.79	83.89
o4 mini2026.06		97.61	91.96	60.18	83.53
Gemini 2.5 Pro2026.06		97.27	89.7	63.46	83.73
MOCA-AGENT2026.06		97.27	84.85	74.65	85.59
Claude Sonnet 42026.06		96.94	91.66	63.59	84.32
GPT 4.12026.06		96.18	83.19	62.54	80.88
Qwen2.5 VL2026.06		95.09	82.81	37.29	72.16
GPT 4o2026.06		93.92	77.57	57.59	76.62
Mistral 3.12026.06		92.95	84.17	44.9	74.37
Qwen2 VL2026.06		91.86	19.4	24.77	45.76
GPT 4.1 mini2026.06		91.61	86.77	60.3	79.8
LLaMa 42026.06		89.56	59.7	59.78	69.89
Gemma 32026.06		89.14	70.94	27.22	62.89
Sa2VA2026.06		86.62	75.79	19.43	61.12
Cosmos2026.06		70.93	43.49	20.18	45.22
LLaMa 3.22026.06		63.46	64	5.12	44.65
LLaVa v1.62026.06		63.3	36.94	1.84	34.47
ChartInstruct-T52026.06		62.12	2.3	1.71	22.43
DeepSeek VL22026.06		57.97	6.77	4.73	23.5
nanoVLM2026.06		53.9	2.43	0.22	19.19
MedGemma2026.06		53.27	46.3	3.72	34.81
ChartInstruct-llama2026.06		51.09	0.17	1.97	18.05
UniChart2026.06		51.05	0	0.57	17.52
Blip 22026.06		49.79	0.77	0	17.17
Matcha2026.06		49.54	0	0.7	17.05
ChartGemma2026.06		48.7	0.29	0.7	16.87