ChartZero achieves zero-shot line chart data extraction by training only on synthetic mathematical functions, using a Global Orthogonal Instance loss to prevent curve fragmentation and a VLM-guided strategy for legend matching.
In: Proceedings of the International Conference on Machine Learning (ICML)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
ChartZero: Synthetic Priors Enable Zero Shot Chart Data Extraction
ChartZero achieves zero-shot line chart data extraction by training only on synthetic mathematical functions, using a Global Orthogonal Instance loss to prevent curve fragmentation and a VLM-guided strategy for legend matching.