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Chart Question Answering on ChartQA Average
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89.61
Accuracy
ChartAgent
57.734
66.0095
74.285
82.5605
Dec 16, 2025
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
ChartAgent
backbone=Qwen3VL-235b
2025.12
89.61
Qwen3VL-235b
category=General MLLM
2025.12
86.08
ChartGemma
category=Chart Model
2025.12
85.48
ChartAgent
backbone=Qwen3VL-30b
2025.12
84.92
ChartMoE
category=Chart Model
2025.12
84.64
Gemini-2.5
category=General MLLM
2025.12
82.45
Qwen3VL-30b
category=General MLLM
2025.12
79.69
Claude4
category=General MLLM
2025.12
79.44
Qwen2.5VL-72b
category=General MLLM
2025.12
78.65
GPT-4o
category=General MLLM
2025.12
77.52
TinyChart
category=Chart Model
2025.12
76.6
ChartInstruct
category=Chart Model
2025.12
75.84
ChartLlama
category=Chart Model
2025.12
75.76
ChartVLM
category=Chart Model
2025.12
62.28
MatCha
category=Chart Model
2025.12
61.88
UniChart
category=Chart Model
2025.12
58.96
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