SOTAVerified

Factual Inconsistency Detection in Chart Captioning

Detect factual inconsistency between charts and captions.

Papers

Showing 14 of 4 papers

TitleStatusHype
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart CaptioningCode1
Improved Baselines with Visual Instruction TuningCode6
GPT-4 Technical ReportCode6
DePlot: One-shot visual language reasoning by plot-to-table translationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ChartVEKendall's Tau-c0.18Unverified
2GPT-4VKendall's Tau-c0.16Unverified
3DePlot + GPT-4Kendall's Tau-c0.13Unverified
4LLaVA-1.5-13BKendall's Tau-c0Unverified
5Bard (before Gemini)Kendall's Tau-c-0.01Unverified