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Chart Question Answering on ChartQA Human-authored
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83.3
Accuracy
ChartAgent
32.6936
45.8318
58.97
72.1082
Dec 16, 2025
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
ChartAgent
backbone=Qwen3VL-235b
2025.12
83.3
ChartGemma
category=Chart Model
2025.12
80.16
ChartMoE
category=Chart Model
2025.12
78.32
Gemini-2.5
category=General MLLM
2025.12
78.23
Qwen3VL-235b
category=General MLLM
2025.12
77.36
Claude4
category=General MLLM
2025.12
76.16
ChartAgent
backbone=Qwen3VL-30b
2025.12
75.23
GPT-4o
category=General MLLM
2025.12
69.52
ChartInstruct
category=Chart Model
2025.12
66.64
Qwen3VL-30b
category=General MLLM
2025.12
66.18
Qwen2.5VL-72b
category=General MLLM
2025.12
62.95
TinyChart
category=Chart Model
2025.12
58.72
ChartLlama
category=Chart Model
2025.12
58.4
ChartVLM
category=Chart Model
2025.12
42.08
MatCha
category=Chart Model
2025.12
37.12
UniChart
category=Chart Model
2025.12
34.64
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