ChartVE

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Other4 results

Factual Inconsistency Detection in Chart CaptioningonCHOCOLATE-LVLM
Kendall's Tau-c· 2023-12-15
0.178
SOTA
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning arXiv:2312.10160
Factual Inconsistency Detection in Chart CaptioningonCHOCOLATE-FT
Kendall's Tau-c· 2023-12-15
0.215
best: 0.291 (Bard (before Gemini))
SOTA
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning arXiv:2312.10160
Factual Inconsistency Detection in Chart CaptioningonCHOCOLATE
Kendall's Tau-c· 2023-12-15
0.178
SOTA
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning arXiv:2312.10160
Factual Inconsistency Detection in Chart CaptioningonCHOCOLATE-LLM
Kendall's Tau-c· 2023-12-15
0.091
best: 0.205 (GPT-4V)
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning arXiv:2312.10160