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Benchmarks
Chart-to-code generation on ChartMimic
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0.86
Text Score
METAL
0.2776
0.4288
0.58
0.7312
Jun 15, 2025
Text Score
Type Score
Layout Score
Color Score
PSNR
SSIM
MSE
GPT-4o Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Text Score
Type Score
Layout Score
Color Score
PSNR
SSIM
MSE
GPT-4o Score
METAL
Base Model=GPT-4o
2025.06
0.86
0.84
0.96
0.8
13.09
0.7
11,356
6.89
ChartIR
Base Model=GPT-4o
2025.06
0.82
0.84
0.96
0.76
13.68
0.67
10,129
7.15
Direct
Base Model=GPT-4o
2025.06
0.78
0.82
0.97
0.74
13.05
0.64
11,846
6.62
ChartIR
Base Model=Qwen2-VL
2025.06
0.48
0.64
0.75
0.49
12.01
0.6
15,127
3.86
METAL
Base Model=Qwen2-VL
2025.06
0.35
0.4
0.78
0.33
11.74
0.6
16,461
2.32
Direct
Base Model=Qwen2-VL
2025.06
0.3
0.41
0.78
0.41
11.73
0.6
16,644
2.2
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