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Text-to-Visualization on NVBench (test)
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96
Code Execution Success
RL-Text2Vis-14B
74.16
79.83
85.5
91.17
Jan 8, 2026
Code Execution Success
Visual Clarity Readability
Chart Correctness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Code Execution Success
Visual Clarity Readability
Chart Correctness
RL-Text2Vis-14B
Strategy=Gen-8, Model...
2026.01
96
3.95
3.59
RL-Text2Vis-7B
Strategy=Gen-8, Model...
2026.01
93
3.47
3.28
Qwen-2.5-7B
Strategy=SFT, Model Si...
2026.01
82
3.07
2.79
Qwen-2.5-7B
Strategy=Zero-Shot, Mo...
2026.01
75
2.64
2.34
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