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Benchmarks
Chart Recognition (Numerical Data Extraction) on Data Charts 1.0 (500 samples) (test)
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0.9084
CSS
Qwen3-VL-32B
0.461096
0.577223
0.69335
0.809477
Jan 28, 2026
CSS
RMS F1 Score
Updated 2d ago
Evaluation Results
Method
Method
Links
CSS
RMS F1 Score
Qwen3-VL-32B
Parameters=32B
2026.01
0.9084
59.25
Qwen3-VL-8B
Parameters=8B
2026.01
0.9076
58.25
Youtu-Parsing
2026.01
0.8995
61.24
Qwen3-VL-4B
Parameters=4B
2026.01
0.8478
52.04
PaddleOCR-VL
2026.01
0.844
53.16
Qwen3-VL-2B
Parameters=2B
2026.01
0.7467
33.57
OneChart
2026.01
0.4783
20.04
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