Visual Question Answering (VQA) on PlotQA-D1

Metric: 1:1 Accuracy (higher is better)

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#	Model↕	1:1 Accuracy▼	Extra Data	Paper	Date↕	Code
1	MatCha4096 + LaMenDa	93.94	No	-	-	-
2	MatCha4096 + LaMenDa	93.94	No	-	-	-
3	MatCha	92.3	No	MatCha: Enhancing Visual Language Pretraining wi...	2022-12-19	Code
4	CRCT	76.94	No	Classification-Regression for Chart Comprehension	2021-11-29	Code
5	PReFIL	57.91	No	Answering Questions about Data Visualizations us...	2019-08-05	Code
6	PlotQA	53.96	No	PlotQA: Reasoning over Scientific Plots	2019-09-03	-

#1MatCha4096 + LaMenDa
93.94
1:1 Accuracy
No paper
#2MatCha4096 + LaMenDa
93.94
1:1 Accuracy
No paper
#3MatChaSOTA
92.3
1:1 Accuracy· 2022-12-19
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering Code
#4CRCTSOTA
76.94
1:1 Accuracy· 2021-11-29
Classification-Regression for Chart Comprehension Code
#5PReFILSOTA
57.91
1:1 Accuracy· 2019-08-05
Answering Questions about Data Visualizations using Efficient Bimodal Fusion Code
#6PlotQA
53.96
1:1 Accuracy· 2019-09-03
PlotQA: Reasoning over Scientific Plots