datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
chartqa-grpoEVisRAG-Test-ChartQADataset Description
This is a VQA dataset about Charts with Visual and Logical Reasoning from ChartQA.
Load the dataset
import pandas as pd
import os
import sys
data_name = sys.argv[1]
df = pd.read_parquet(f"data/{data_name}/images.parquet", engine="pyarrow")
output_dir = f"data/{data_name}"
os.makedirs(f"{output_dir}/imgs", exist_ok=True)
for idx, row indf.iterrows():
img_bytes = row['image']['bytes']
output_path = os.path.join(output_dir, row["path"])
with open(output_path, "wb")… See the full description on the dataset page: https://huggingface.co/datasets/Boggy666/EVisRAG-Test-ChartQA.EVisRAG-Test-ChartQADataset Description
This is a VQA dataset about Charts with Visual and Logical Reasoning from ChartQA.
Load the dataset
import pandas as pd
import os
import sys
data_name = sys.argv[1]
df = pd.read_parquet(f"data/{data_name}/images.parquet", engine="pyarrow")
output_dir = f"data/{data_name}"
os.makedirs(f"{output_dir}/imgs", exist_ok=True)
for idx, row in df.iterrows():
img_bytes = row['image']['bytes']
output_path = os.path.join(output_dir, row["path"])
with open(output_path… See the full description on the dataset page: https://huggingface.co/datasets/openbmb/EVisRAG-Test-ChartQA.Adapted_ChartQA_Visual_Primitives
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_numeric
This dataset contains question-answer pairs focused on extracting specific numeric values and years from chart-based contexts, covering topics like GDP, health indices, and tourism statistics. Each sample consists of a natural language prompt asking for a quantitative fact and a corresponding short completion providing the answer. The data appears to… See the full description on the dataset page: https://huggingface.co/datasets/Arnav-Gr0ver/Adapted_ChartQA_Visual_Primitives.pop-growth-chart-qa
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
pop_growth_chart_qa
This dataset contains question-answer pairs focused on interpreting population growth rate charts for various countries between 1990 and 2024. The samples include data presented in line, bar, and area chart formats with specific axis configurations, including truncated or inverted scales. Questions require extracting specific values, identifying trends, calculating changes… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/pop-growth-chart-qa.adaption-chart-data-qa-pairsThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_data_qa_pairs
This dataset contains prompt-completion pairs focused on interpreting statistical line and area charts for various countries and metrics. The prompts provide detailed chart specifications, including axis ranges and plotted values, followed by questions requiring data extraction, trend analysis, or visualization critique. The completions offer precise numerical… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-data-qa-pairs.chart-qa-with-axis-tricks
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
chart_qa_with_axis_tricks
This dataset contains pairs of chart descriptions and questions focused on interpreting time-series data for meat production and forest area across various countries. The samples specifically highlight misleading visualization techniques, such as inverted axes, truncated y-axes, and non-zero baselines, requiring the model to calculate actual values and percentage… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/chart-qa-with-axis-tricks.ChartQA-translated-AIUHextreme-poverty-chart-qa
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
extreme_poverty_chart_qa
This dataset contains question-answer pairs derived from time-series charts showing the share of population living in extreme poverty across various countries. The samples include data descriptions with specific axis ranges, chart types, and plotted values, followed by analytical questions about trends, comparisons, or chart integrity metrics like Tufte's Lie Factor.… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/extreme-poverty-chart-qa.chart-qa-with-axis-tricks-v1
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
chart_qa_with_axis_tricks
This dataset contains pairs of chart descriptions and questions focused on interpreting time-series data for meat production and forest area across various countries. The samples specifically highlight misleading visualization techniques, such as inverted axes, truncated y-axes, and non-zero baselines, requiring the model to calculate actual values and percentage… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/chart-qa-with-axis-tricks-v1.adaption-chart-lie-factor-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_lie_factor_qa
This dataset contains question-answer pairs evaluating line charts of CO2 emissions per capita for various countries. The content focuses on detecting visual distortions using Tufte's Lie Factor, analyzing axis manipulation, and extracting specific data points. Samples include assessments of truncated or inverted axes alongside factual queries about emission… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-lie-factor-qa.adaption-pop-growth-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-pop_growth_chart_qa
This dataset contains question-answer pairs focused on interpreting population growth rate charts for various countries between 1990 and 2024. The samples include data presented in line, bar, and area chart formats with specific axis configurations, including truncated or inverted scales. Questions require extracting specific values, identifying trends, calculating… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-pop-growth-chart-qa.adaption-chart-data-qa-pairs-v1This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_data_qa_pairs
This dataset contains question-answer pairs focused on extracting and analyzing numerical data from various economic and environmental charts. The samples cover metrics such as GDP, CO2 emissions, and energy consumption across different countries and years. Answers often include specific values, calculated differences, and critiques of visual representations like… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-data-qa-pairs-v1.extreme-poverty-chart-qa-v1
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
extreme_poverty_chart_qa
This dataset contains question-answer pairs derived from time-series charts showing the share of population living in extreme poverty across various countries. The samples include data descriptions with specific axis ranges, chart types, and plotted values, followed by analytical questions about trends, comparisons, or chart integrity metrics like Tufte's Lie Factor.… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/extreme-poverty-chart-qa-v1.adaption-chart-qa-obesity-renewablesThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_obesity_renewables
This dataset contains question-answer pairs derived from time-series charts depicting adult obesity rates and renewable energy consumption across various countries from 1990 to 2024. Each sample includes detailed chart metadata, such as axis ranges and plot types, alongside specific numerical data points. The questions test the ability to interpret trends… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-obesity-renewables.adaption-misleading-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-misleading_chart_qa
This dataset contains question-answer pairs focused on interpreting line charts with deceptive design elements, such as inverted or truncated axes. The samples require calculating specific data values for labor share metrics across various countries while simultaneously assessing the visual distortion using Tufte's Lie Factor. It serves as a benchmark for… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-misleading-chart-qa.adaption-electricity-demand-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-electricity_demand_chart_qa
This dataset contains question-answer pairs evaluating line, bar, and scatter charts of electricity demand across various countries and years. The samples include specific data points, axis configurations (such as inverted or truncated scales), and questions testing data retrieval, trend analysis, and the detection of visual distortions like Tufte's Lie… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-electricity-demand-chart-qa.adaption-chart-qa-and-lie-factorThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_and_lie_factor
This dataset contains prompt-completion pairs focused on interpreting line charts of national exports data and evaluating their visual integrity. Entries include specific data extraction queries for countries like Spain and France, alongside assessments of Tufte's Lie Factor to detect axis truncation or distortion. The content alternates between factual… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-and-lie-factor.adaption-fertilizer-use-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-fertilizer_use_chart_qa
This dataset contains question-answer pairs focused on interpreting line charts of fertilizer use per hectare for various countries over time. The samples involve extracting specific data points, calculating changes, and critically assessing chart design elements like axis truncation, inversion, and Tufte's Lie Factor. It emphasizes distinguishing between… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-fertilizer-use-chart-qa.adaption-chart-qa-population-schoolingThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_population_schooling
This dataset contains question-answer pairs derived from textual descriptions of charts visualizing world population growth rates and average years of schooling. The samples cover various regions including India, Philippines, China, and Argentina across different time periods. Each entry includes chart metadata, plotted data points, and a specific query… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-population-schooling.adaption-extreme-poverty-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-extreme_poverty_chart_qa
This dataset contains question-answer pairs derived from time-series charts showing the share of population living in extreme poverty across various countries. The samples include data descriptions with specific axis ranges, chart types, and plotted values, followed by analytical questions about trends, comparisons, or chart integrity metrics like Tufte's Lie… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-extreme-poverty-chart-qa.adaption-chart-qa-with-axis-tricksThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_with_axis_tricks
This dataset contains pairs of chart descriptions and questions focused on interpreting time-series data for meat production and forest area across various countries. The samples specifically highlight misleading visualization techniques, such as inverted axes, truncated y-axes, and non-zero baselines, requiring the model to calculate actual values and… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-with-axis-tricks.adaption-tb-mortality-chart-qaThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-tb_mortality_chart_qa
This dataset contains question-answer pairs derived from tuberculosis mortality rate charts for various countries between 2000 and 2024. The samples include diverse chart types (line, bar, area, scatter) and axis configurations, specifically testing the ability to extract data values, calculate changes, and evaluate visual distortion using Tufte's Lie Factor.… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-tb-mortality-chart-qa.adaption-chart-qa-health-metricsThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_health_metrics
This dataset contains question-answer pairs derived from time-series charts visualizing health metrics like maternal mortality and adult literacy rates across various countries. The prompts include detailed chart descriptions, axis configurations, and plotted data points, while the completions provide accurate answers involving data retrieval, comparison, and… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-health-metrics.adaption-chart-qa-co2-schoolingThis dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-chart_qa_co2_schooling
This dataset contains question-answer pairs derived from time-series charts depicting annual CO₂ emissions for various countries and average years of schooling in Germany. The prompts describe chart visuals, including axis scales and plotted values, while asking for specific data points, comparisons, or trends. The completions provide precise numerical answers… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-chart-qa-co2-schooling.rl_exp_chartqa22k