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Benchmarks
Chart Design Prediction on Pew+CharXiV (test)
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82
Accuracy
ChartDesign
21.68
37.34
53
68.66
Apr 6, 2026
Accuracy
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
ChartDesign
backbone=Phi-3, adapta...
2026.04
82
ChartDesign
backbone=Qwen-3, adapt...
2026.04
80
ChartDesign
backbone=Phi-3, adapta...
2026.04
72
ChartDesign
backbone=InternVL-2.5,...
2026.04
70
ChartDesign
backbone=InternVL-2.5,...
2026.04
62
ChartDesign
backbone=Qwen-3, adapt...
2026.04
61
ChartDesign
backbone=Phi-3, adapta...
2026.04
60
Qwen-3
adaptation=Few-shot pr...
2026.04
46
Llama 3.2
adaptation=Zero-shot,...
2026.04
32
Phi-3
adaptation=Zero-shot,...
2026.04
32
Qwen-3
adaptation=Zero-shot,...
2026.04
31
Ministral-3
adaptation=Zero-shot,...
2026.04
30
Llama 3
adaptation=Zero-shot,...
2026.04
30
Mistral
adaptation=Zero-shot,...
2026.04
29
InternLM-3
adaptation=Zero-shot,...
2026.04
28
Gemma
adaptation=Zero-shot,...
2026.04
28
Phi-3
adaptation=Zero-shot,...
2026.04
26
DeepSeek-LLM
adaptation=Zero-shot,...
2026.04
25
InternLM-2.5
adaptation=Zero-shot,...
2026.04
24
InternLM-2.5
adaptation=Zero-shot,...
2026.04
24
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