Factual Inconsistency Detection in Chart Captioning on CHOCOLATE-LVLM

Metric: Kendall's Tau-c (higher is better)

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#	Model↕	Kendall's Tau-c▼	Extra Data	Paper	Date↕	Code
1	ChartVE	0.178	No	Do LVLMs Understand Charts? Analyzing and Correc...	2023-12-15	Code
2	GPT-4V	0.157	No	-	-	-
3	DePlot + GPT-4	0.129	No	DePlot: One-shot visual language reasoning by pl...	2022-12-20	Code
4	LLaVA-1.5-13B	0.002	No	Improved Baselines with Visual Instruction Tuning	2023-10-05	Code
5	Bard (before Gemini)	-0.014	No	-	-	-

#1ChartVESOTA
0.178
Kendall's Tau-c· 2023-12-15
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning Code
#2GPT-4V
0.157
Kendall's Tau-c
No paper
#3DePlot + GPT-4SOTA
0.129
Kendall's Tau-c· 2022-12-20
DePlot: One-shot visual language reasoning by plot-to-table translation Code
#4LLaVA-1.5-13B
0.002
Kendall's Tau-c· 2023-10-05
Improved Baselines with Visual Instruction Tuning Code
#5Bard (before Gemini)
-0.014
Kendall's Tau-c
No paper