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Datasets:
umd-zhou-lab
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ChartAlignBench

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idx
int32
0
1.75k
imgname
stringlengths
5
14
chart_type
stringclasses
9 values
attribute
stringclasses
3 values
chart_1_grounding
stringlengths
20
320
chart_2_grounding
stringlengths
20
320
alignment_json
stringlengths
67
736
image_pair
imagewidth (px)
1.2k
6k
0
bar_87
bar_chart
color
{'Salary(USD)': '#0000ff', 'Benefits(USD)': '#ff0000'}
{'Salary(USD)': '#390062', 'Benefits(USD)': '#8cd0a4'}
{"Salary(USD)": {"initial value": "#0000ff", "modified value": "#390062"}, "Benefits(USD)": {"initial value": "#ff0000", "modified value": "#8cd0a4"}}
1
bar_85
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 10, 'weight': 'light', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 18, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 18, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 22, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{"chart title": {"size": {"initial value": 14, "modified value": 10}, "weight": {"initial value": "normal", "modified value": "light"}}, "chart legend": {"size": {"initial value": 12, "modified value": 18}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 18}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 22}}}
2
bar_279
bar_chart
color
{'Hotels': '#60A3BC', 'Restaurants': '#F7BB41', 'Tourists(hundred)': '#F3715C'}
{'Hotels': '#60A3BC', 'Restaurants': '#F7BB41', 'Tourists(hundred)': '#b92839'}
{"Tourists(hundred)": {"initial value": "#F3715C", "modified value": "#b92839"}}
3
bar_83
bar_chart
color
{'Manufacturing Output(million)': '#000000', 'Production Cost(million)': '#000000'}
{'Manufacturing Output(million)': '#000000', 'Production Cost(million)': '#28da7e'}
{"Production Cost(million)": {"initial value": "#000000", "modified value": "#28da7e"}}
4
bar_96
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 20, 'weight': 'light', 'fontfamily': 'cursive'}, 'chart legend': {'size': 14, 'weight': 'normal', 'fontfamily': 'cursive'}, 'chart axes labels': {'size': 14, 'weight': 'normal', 'fontfamily': 'cursive'}, 'chart axes ticks': {'size': 20, 'weight': 'normal', 'fontfamily': 'cursive'}}
{"chart title": {"size": {"initial value": 14, "modified value": 20}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart legend": {"size": {"initial value": 12, "modified value": 14}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 14}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 20}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}}
5
bar_96
bar_chart
legend
{'position': 'lower right'}
{'position': 'upper left'}
{"position": {"initial value": "lower right", "modified value": "upper left"}}
6
bar_258
bar_chart
color
{'Websites': '#0099cc', 'Social Media Users': '#ff9933'}
{'Websites': '#579f7c', 'Social Media Users': '#ff9933'}
{"Websites": {"initial value": "#0099cc", "modified value": "#579f7c"}}
7
bar_19
bar_chart
color
{'Criminal Cases': '#0000ff', 'Civil Cases': '#ff0000'}
{'Criminal Cases': '#1ca3e6', 'Civil Cases': '#ff0000'}
{"Criminal Cases": {"initial value": "#0000ff", "modified value": "#1ca3e6"}}
8
bar_143
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 14, 'weight': 'bold', 'fontfamily': 'fantasy'}, 'chart legend': {'size': 8, 'weight': 'normal', 'fontfamily': 'fantasy'}, 'chart axes labels': {'size': 22, 'weight': 'light', 'fontfamily': 'fantasy'}, 'chart axes ticks': {'size': 16, 'weight': 'normal', 'fontfamily': 'fantasy'}}
{"chart title": {"weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart legend": {"size": {"initial value": 12, "modified value": 8}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 22}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 16}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}}
9
bar_143
bar_chart
legend
{'position': 'upper right'}
{'position': 'lower center'}
{"position": {"initial value": "upper right", "modified value": "lower center"}}
10
bar_380
bar_chart
color
{'Enrollment rate(%)': '#0000FF', 'Graduation rate(%)': '#FF0000'}
{'Enrollment rate(%)': '#eaeea1', 'Graduation rate(%)': '#879e5f'}
{"Enrollment rate(%)": {"initial value": "#0000FF", "modified value": "#eaeea1"}, "Graduation rate(%)": {"initial value": "#FF0000", "modified value": "#879e5f"}}
11
bar_227
bar_chart
color
{'Restaurants': '#0000FF', 'Fast Food Chains': '#FFA500', 'Delivery Service': '#008000'}
{'Restaurants': '#0000FF', 'Fast Food Chains': '#FFA500', 'Delivery Service': '#b95799'}
{"Delivery Service": {"initial value": "#008000", "modified value": "#b95799"}}
12
bar_502
bar_chart
color
{'Utility A(KWh)': '#0000ff', 'Utility B(KWh)': '#007f00', 'Utility C(KWh)': '#bfbf00'}
{'Utility A(KWh)': '#0000ff', 'Utility B(KWh)': '#2e8bad', 'Utility C(KWh)': '#3823ee'}
{"Utility B(KWh)": {"initial value": "#007f00", "modified value": "#2e8bad"}, "Utility C(KWh)": {"initial value": "#bfbf00", "modified value": "#3823ee"}}
13
bar_502
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 18, 'weight': 'normal', 'fontfamily': 'monospace'}, 'chart legend': {'size': 20, 'weight': 'normal', 'fontfamily': 'monospace'}, 'chart axes labels': {'size': 14, 'weight': 'bold', 'fontfamily': 'monospace'}, 'chart axes ticks': {'size': 8, 'weight': 'normal', 'fontfamily': 'monospace'}}
{"chart title": {"size": {"initial value": 14, "modified value": 18}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart legend": {"size": {"initial value": 12, "modified value": 20}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 14}, "weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 8}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}}
14
bar_502
bar_chart
legend
{'position': 'upper right'}
{'position': 'center left'}
{"position": {"initial value": "upper right", "modified value": "center left"}}
15
bar_254
bar_chart
color
{'Inventions': '#D0E8CF', 'Research papers': '#08BDBD'}
{'Inventions': '#05e0d7', 'Research papers': '#08BDBD'}
{"Inventions": {"initial value": "#D0E8CF", "modified value": "#05e0d7"}}
16
bar_254
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 8, 'weight': 'bold', 'fontfamily': 'monospace'}, 'chart legend': {'size': 14, 'weight': 'normal', 'fontfamily': 'monospace'}, 'chart axes labels': {'size': 14, 'weight': 'light', 'fontfamily': 'monospace'}, 'chart axes ticks': {'size': 22, 'weight': 'normal', 'fontfamily': 'monospace'}}
{"chart title": {"size": {"initial value": 14, "modified value": 8}, "weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart legend": {"size": {"initial value": 12, "modified value": 14}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 14}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 22}, "fontfamily": {"initial value": "sans-serif", "modified value": "monospace"}}}
17
bar_254
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower left'}
{"position": {"initial value": "upper left", "modified value": "lower left"}}
18
bar_354
bar_chart
color
{'GDP (billion USD)': '#0000ff', 'Inflation Rate': '#ff0000'}
{'GDP (billion USD)': '#0000ff', 'Inflation Rate': '#65d7ad'}
{"Inflation Rate": {"initial value": "#ff0000", "modified value": "#65d7ad"}}
19
bar_230
bar_chart
color
{'Average Salary(USD)': '#ff9999', 'Average Hours': '#99ccff'}
{'Average Salary(USD)': '#bf71a2', 'Average Hours': '#99ccff'}
{"Average Salary(USD)": {"initial value": "#ff9999", "modified value": "#bf71a2"}}
20
bar_230
bar_chart
legend
{'position': 'upper left'}
{'position': 'upper center'}
{"position": {"initial value": "upper left", "modified value": "upper center"}}
21
bar_315
bar_chart
color
{'Employees': '#0000ff', 'Average Salary': '#ff0000'}
{'Employees': '#09f8db', 'Average Salary': '#ff0000'}
{"Employees": {"initial value": "#0000ff", "modified value": "#09f8db"}}
22
bar_315
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower right'}
{"position": {"initial value": "upper left", "modified value": "lower right"}}
23
bar_197
bar_chart
color
{'Sports': '#FFA500', 'Entertainment': '#87CEFA'}
{'Sports': '#1da85e', 'Entertainment': '#2852d8'}
{"Sports": {"initial value": "#FFA500", "modified value": "#1da85e"}, "Entertainment": {"initial value": "#87CEFA", "modified value": "#2852d8"}}
24
bar_374
bar_chart
color
{'Philosophy(%)': '#0000ff', 'Psychology(%)': '#ff0000', 'Sociology(%)': '#bfbf00'}
{'Philosophy(%)': '#f8d3bd', 'Psychology(%)': '#4063ae', 'Sociology(%)': '#f35836'}
{"Philosophy(%)": {"initial value": "#0000ff", "modified value": "#f8d3bd"}, "Psychology(%)": {"initial value": "#ff0000", "modified value": "#4063ae"}, "Sociology(%)": {"initial value": "#bfbf00", "modified value": "#f35836"}}
25
bar_302
bar_chart
legend
{'position': 'upper right'}
{'position': 'center left'}
{"position": {"initial value": "upper right", "modified value": "center left"}}
26
bar_340
bar_chart
color
{'Area farmed(sq.km)': '#0000ff', 'Yield(tons)': '#007f00'}
{'Area farmed(sq.km)': '#3df443', 'Yield(tons)': '#730b87'}
{"Area farmed(sq.km)": {"initial value": "#0000ff", "modified value": "#3df443"}, "Yield(tons)": {"initial value": "#007f00", "modified value": "#730b87"}}
27
bar_277
bar_chart
legend
{'position': 'upper right'}
{'position': 'center right'}
{"position": {"initial value": "upper right", "modified value": "center right"}}
28
bar_409
bar_chart
color
{'Painting': '#004488', 'Sculpture': '#008844', 'Drawing': '#880044'}
{'Painting': '#0ac500', 'Sculpture': '#70c055', 'Drawing': '#245934'}
{"Painting": {"initial value": "#004488", "modified value": "#0ac500"}, "Sculpture": {"initial value": "#008844", "modified value": "#70c055"}, "Drawing": {"initial value": "#880044", "modified value": "#245934"}}
29
bar_398
bar_chart
color
{'Retail Sales(million)': '#f75b5b', 'E-commerce Sales(million)': '#70d5f2'}
{'Retail Sales(million)': '#7537db', 'E-commerce Sales(million)': '#70d5f2'}
{"Retail Sales(million)": {"initial value": "#f75b5b", "modified value": "#7537db"}}
30
bar_377
bar_chart
color
{'Sports Teams': '#1f77b4', 'Fans': '#ff7f0e'}
{'Sports Teams': '#24476a', 'Fans': '#ff7f0e'}
{"Sports Teams": {"initial value": "#1f77b4", "modified value": "#24476a"}}
31
bar_401
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 10, 'weight': 'normal', 'fontfamily': 'fantasy'}, 'chart legend': {'size': 10, 'weight': 'normal', 'fontfamily': 'fantasy'}, 'chart axes labels': {'size': 22, 'weight': 'bold', 'fontfamily': 'fantasy'}, 'chart axes ticks': {'size': 16, 'weight': 'normal', 'fontfamily': 'fantasy'}}
{"chart title": {"size": {"initial value": 14, "modified value": 10}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart legend": {"size": {"initial value": 12, "modified value": 10}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 22}, "weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 16}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}}
32
bar_401
bar_chart
legend
{'position': 'upper right'}
{'position': 'lower right'}
{"position": {"initial value": "upper right", "modified value": "lower right"}}
33
bar_128
bar_chart
color
{'Restaurants': '#006699', 'Supermarkets': '#990000', 'Grocery Stores': '#339966'}
{'Restaurants': '#304b78', 'Supermarkets': '#990000', 'Grocery Stores': '#339966'}
{"Restaurants": {"initial value": "#006699", "modified value": "#304b78"}}
34
bar_449
bar_chart
color
{'Economics': '#FF0000', 'Politics': '#008000', 'Education': '#0000FF'}
{'Economics': '#3263d3', 'Politics': '#008000', 'Education': '#37f21c'}
{"Economics": {"initial value": "#FF0000", "modified value": "#3263d3"}, "Education": {"initial value": "#0000FF", "modified value": "#37f21c"}}
35
bar_220
bar_chart
color
{'Cases': '#FFA500', 'Legal Personnel': '#FFD700'}
{'Cases': '#621818', 'Legal Personnel': '#e5b0ac'}
{"Cases": {"initial value": "#FFA500", "modified value": "#621818"}, "Legal Personnel": {"initial value": "#FFD700", "modified value": "#e5b0ac"}}
36
bar_346
bar_chart
color
{'Average Attendance': '#87CEEB', 'Prize Money (Million)': '#4682B4'}
{'Average Attendance': '#d800de', 'Prize Money (Million)': '#4682B4'}
{"Average Attendance": {"initial value": "#87CEEB", "modified value": "#d800de"}}
37
bar_148
bar_chart
color
{'Hotels': '#0000ff', 'Restaurants': '#007f00', 'Tourists': '#ff0000'}
{'Hotels': '#7fe6a1', 'Restaurants': '#e2e208', 'Tourists': '#19e6b6'}
{"Hotels": {"initial value": "#0000ff", "modified value": "#7fe6a1"}, "Restaurants": {"initial value": "#007f00", "modified value": "#e2e208"}, "Tourists": {"initial value": "#ff0000", "modified value": "#19e6b6"}}
38
bar_148
bar_chart
legend
{'position': 'upper right'}
{'position': 'upper left'}
{"position": {"initial value": "upper right", "modified value": "upper left"}}
39
bar_332
bar_chart
color
{'GDP(billion)': '#000000', 'Inflation Rate': '#FF0000', 'Unemployment Rate': '#0000FF'}
{'GDP(billion)': '#7906bb', 'Inflation Rate': '#FF0000', 'Unemployment Rate': '#f6749c'}
{"GDP(billion)": {"initial value": "#000000", "modified value": "#7906bb"}, "Unemployment Rate": {"initial value": "#0000FF", "modified value": "#f6749c"}}
40
bar_129
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower center'}
{"position": {"initial value": "upper left", "modified value": "lower center"}}
41
bar_247
bar_chart
color
{'Crops(tons)': '#FFC300', 'Livestock(tons)': '#58508D', 'Fruits(tons)': '#EE5A24'}
{'Crops(tons)': '#23153a', 'Livestock(tons)': '#58508D', 'Fruits(tons)': '#3d61c7'}
{"Crops(tons)": {"initial value": "#FFC300", "modified value": "#23153a"}, "Fruits(tons)": {"initial value": "#EE5A24", "modified value": "#3d61c7"}}
42
bar_198
bar_chart
color
{'Average House Price(K)': '#0F6EFF', 'Monthly Rent(K)': '#E9F41C'}
{'Average House Price(K)': '#145904', 'Monthly Rent(K)': '#E9F41C'}
{"Average House Price(K)": {"initial value": "#0F6EFF", "modified value": "#145904"}}
43
bar_329
bar_chart
color
{'Civil Cases': '#008000', 'Criminal Cases': '#FFFF00'}
{'Civil Cases': '#858314', 'Criminal Cases': '#a0dcb5'}
{"Civil Cases": {"initial value": "#008000", "modified value": "#858314"}, "Criminal Cases": {"initial value": "#FFFF00", "modified value": "#a0dcb5"}}
44
bar_121
bar_chart
color
{'Painting': '#0000FF', 'Sculpture': '#FFA500', 'Photography': '#008000'}
{'Painting': '#0000FF', 'Sculpture': '#25245f', 'Photography': '#eaa466'}
{"Sculpture": {"initial value": "#FFA500", "modified value": "#25245f"}, "Photography": {"initial value": "#008000", "modified value": "#eaa466"}}
45
bar_2
bar_chart
color
{'Judges': '#EE3224', 'Jurors': '#F78F1E', 'Lawyers': '#FFC222'}
{'Judges': '#25826d', 'Jurors': '#87c859', 'Lawyers': '#b2b149'}
{"Judges": {"initial value": "#EE3224", "modified value": "#25826d"}, "Jurors": {"initial value": "#F78F1E", "modified value": "#87c859"}, "Lawyers": {"initial value": "#FFC222", "modified value": "#b2b149"}}
46
bar_2
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower right'}
{"position": {"initial value": "upper left", "modified value": "lower right"}}
47
bar_205
bar_chart
color
{'Carbon emissions(tons)': '#0000ff', 'Renewable energy(%)': '#007f00'}
{'Carbon emissions(tons)': '#0000ff', 'Renewable energy(%)': '#9ae386'}
{"Renewable energy(%)": {"initial value": "#007f00", "modified value": "#9ae386"}}
48
bar_205
bar_chart
legend
{'position': 'upper right'}
{'position': 'center'}
{"position": {"initial value": "upper right", "modified value": "center"}}
49
bar_337
bar_chart
color
{'Employees': '#539caf', 'Average Salary': '#7663b0'}
{'Employees': '#99482b', 'Average Salary': '#7663b0'}
{"Employees": {"initial value": "#539caf", "modified value": "#99482b"}}
50
bar_391
bar_chart
color
{'Solar Energy (GWh)': '#FFA500', 'Wind Energy (GWh)': '#00FFFF', 'Hydro Energy (GWh)': '#00FF00'}
{'Solar Energy (GWh)': '#36cd6b', 'Wind Energy (GWh)': '#00FFFF', 'Hydro Energy (GWh)': '#00FF00'}
{"Solar Energy (GWh)": {"initial value": "#FFA500", "modified value": "#36cd6b"}}
51
bar_64
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 22, 'weight': 'light', 'fontfamily': 'serif'}, 'chart legend': {'size': 20, 'weight': 'normal', 'fontfamily': 'serif'}, 'chart axes labels': {'size': 8, 'weight': 'light', 'fontfamily': 'serif'}, 'chart axes ticks': {'size': 14, 'weight': 'normal', 'fontfamily': 'serif'}}
{"chart title": {"size": {"initial value": 14, "modified value": 22}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart legend": {"size": {"initial value": 12, "modified value": 20}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 8}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 14}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}}
52
bar_64
bar_chart
legend
{'position': 'upper right'}
{'position': 'center left'}
{"position": {"initial value": "upper right", "modified value": "center left"}}
53
bar_163
bar_chart
color
{'Museums': '#D3D3D3', 'Galleries': '#2F4F4F', 'Theatres': '#A9A9A9'}
{'Museums': '#D3D3D3', 'Galleries': '#daf9c7', 'Theatres': '#394788'}
{"Galleries": {"initial value": "#2F4F4F", "modified value": "#daf9c7"}, "Theatres": {"initial value": "#A9A9A9", "modified value": "#394788"}}
54
bar_260
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower left'}
{"position": {"initial value": "upper left", "modified value": "lower left"}}
55
bar_382
bar_chart
color
{'Lawyers': '#0000ff', 'Courts': '#ff0000'}
{'Lawyers': '#41408a', 'Courts': '#ff0000'}
{"Lawyers": {"initial value": "#0000ff", "modified value": "#41408a"}}
56
bar_29
bar_chart
color
{'Renewable Energy Production(GWh)': '#FF7F50', 'CO2 Emissions(million metric tons)': '#87CEFA'}
{'Renewable Energy Production(GWh)': '#6b8f26', 'CO2 Emissions(million metric tons)': '#87CEFA'}
{"Renewable Energy Production(GWh)": {"initial value": "#FF7F50", "modified value": "#6b8f26"}}
57
bar_264
bar_chart
color
{'Air Transport(million)': '#0000ff', 'Rail Transport(million)': '#ff0000', 'Road Transport(million)': '#007f00'}
{'Air Transport(million)': '#0000ff', 'Rail Transport(million)': '#ff0000', 'Road Transport(million)': '#518261'}
{"Road Transport(million)": {"initial value": "#007f00", "modified value": "#518261"}}
58
bar_27
bar_chart
color
{'Online Sales (million)': '#0099cc', 'Physical Store Sales (million)': '#ff9900'}
{'Online Sales (million)': '#c3dc82', 'Physical Store Sales (million)': '#f0fe48'}
{"Online Sales (million)": {"initial value": "#0099cc", "modified value": "#c3dc82"}, "Physical Store Sales (million)": {"initial value": "#ff9900", "modified value": "#f0fe48"}}
59
bar_269
bar_chart
legend
{'position': 'upper right'}
{'position': 'lower right'}
{"position": {"initial value": "upper right", "modified value": "lower right"}}
60
bar_209
bar_chart
color
{'Number of Organizations': '#0072BC', 'Annual Donations (million)': '#ED1C24'}
{'Number of Organizations': '#0072BC', 'Annual Donations (million)': '#9c41fa'}
{"Annual Donations (million)": {"initial value": "#ED1C24", "modified value": "#9c41fa"}}
61
bar_387
bar_chart
color
{'E-commerce sales(billion)': '#0000ff', 'Retail sales(billion)': '#ff0000'}
{'E-commerce sales(billion)': '#722309', 'Retail sales(billion)': '#ff0000'}
{"E-commerce sales(billion)": {"initial value": "#0000ff", "modified value": "#722309"}}
62
bar_229
bar_chart
legend
{'position': 'upper right'}
{'position': 'center right'}
{"position": {"initial value": "upper right", "modified value": "center right"}}
63
bar_368
bar_chart
color
{'Donations/Year (million USD)': '#F78F1E', 'Volunteers/Year': '#581845'}
{'Donations/Year (million USD)': '#8ea50f', 'Volunteers/Year': '#581845'}
{"Donations/Year (million USD)": {"initial value": "#F78F1E", "modified value": "#8ea50f"}}
64
bar_265
bar_chart
legend
{'position': 'upper center'}
{'position': 'center'}
{"position": {"initial value": "upper center", "modified value": "center"}}
65
bar_333
bar_chart
color
{'Retail Sales(billion)': '#0000ff', 'E-commerce Sales(billion)': '#ff0000'}
{'Retail Sales(billion)': '#0000ff', 'E-commerce Sales(billion)': '#0e21a8'}
{"E-commerce Sales(billion)": {"initial value": "#ff0000", "modified value": "#0e21a8"}}
66
bar_326
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 22, 'weight': 'light', 'fontfamily': 'cursive'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'cursive'}, 'chart axes labels': {'size': 16, 'weight': 'normal', 'fontfamily': 'cursive'}, 'chart axes ticks': {'size': 22, 'weight': 'normal', 'fontfamily': 'cursive'}}
{"chart title": {"size": {"initial value": 14, "modified value": 22}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart legend": {"fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 16}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 22}, "fontfamily": {"initial value": "sans-serif", "modified value": "cursive"}}}
67
bar_326
bar_chart
legend
{'position': 'upper right'}
{'position': 'center right'}
{"position": {"initial value": "upper right", "modified value": "center right"}}
68
bar_60
bar_chart
legend
{'position': 'upper right'}
{'position': 'lower center'}
{"position": {"initial value": "upper right", "modified value": "lower center"}}
69
bar_304
bar_chart
legend
{'position': 'upper right'}
{'position': 'center'}
{"position": {"initial value": "upper right", "modified value": "center"}}
70
bar_82
bar_chart
legend
{'position': 'upper right'}
{'position': 'center right'}
{"position": {"initial value": "upper right", "modified value": "center right"}}
71
bar_454
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower center'}
{"position": {"initial value": "upper left", "modified value": "lower center"}}
72
bar_248
bar_chart
legend
{'position': 'upper center'}
{'position': 'upper left'}
{"position": {"initial value": "upper center", "modified value": "upper left"}}
73
bar_103
bar_chart
legend
{'position': 'upper right'}
{'position': 'center right'}
{"position": {"initial value": "upper right", "modified value": "center right"}}
74
bar_153
bar_chart
color
{'Employment rate(%)': '#0000ff', 'Unemployment rate(%)': '#bfbf00'}
{'Employment rate(%)': '#a0b98d', 'Unemployment rate(%)': '#bfbf00'}
{"Employment rate(%)": {"initial value": "#0000ff", "modified value": "#a0b98d"}}
75
bar_153
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 18, 'weight': 'light', 'fontfamily': 'fantasy'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'fantasy'}, 'chart axes labels': {'size': 18, 'weight': 'normal', 'fontfamily': 'fantasy'}, 'chart axes ticks': {'size': 16, 'weight': 'normal', 'fontfamily': 'fantasy'}}
{"chart title": {"size": {"initial value": 14, "modified value": 18}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart legend": {"fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 18}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}, "chart axes ticks": {"size": {"initial value": 12, "modified value": 16}, "fontfamily": {"initial value": "sans-serif", "modified value": "fantasy"}}}
76
bar_153
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower left'}
{"position": {"initial value": "upper left", "modified value": "lower left"}}
77
bar_183
bar_chart
legend
{'position': 'upper left'}
{'position': 'center left'}
{"position": {"initial value": "upper left", "modified value": "center left"}}
78
bar_399
bar_chart
legend
{'position': 'upper left'}
{'position': 'upper center'}
{"position": {"initial value": "upper left", "modified value": "upper center"}}
79
bar_150
bar_chart
color
{'Restaurants': '#008000', 'Customers': '#FFA500'}
{'Restaurants': '#e262c4', 'Customers': '#f24575'}
{"Restaurants": {"initial value": "#008000", "modified value": "#e262c4"}, "Customers": {"initial value": "#FFA500", "modified value": "#f24575"}}
80
bar_119
bar_chart
color
{'Donations(million)': '#000000', 'Volunteers': '#000000'}
{'Donations(million)': '#000000', 'Volunteers': '#ab9dcb'}
{"Volunteers": {"initial value": "#000000", "modified value": "#ab9dcb"}}
81
bar_13
bar_chart
color
{'Renewable Energy(GW)': '#008000', 'Total Energy(GW)': '#808080'}
{'Renewable Energy(GW)': '#008000', 'Total Energy(GW)': '#730419'}
{"Total Energy(GW)": {"initial value": "#808080", "modified value": "#730419"}}
82
bar_13
bar_chart
legend
{'position': 'upper center'}
{'position': 'lower left'}
{"position": {"initial value": "upper center", "modified value": "lower left"}}
83
bar_141
bar_chart
color
{'Hospitals': '#0000ff', 'Doctors': '#007f00', 'Patients': '#ff0000'}
{'Hospitals': '#0c817c', 'Doctors': '#007f00', 'Patients': '#ff0000'}
{"Hospitals": {"initial value": "#0000ff", "modified value": "#0c817c"}}
84
bar_141
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower center'}
{"position": {"initial value": "upper left", "modified value": "lower center"}}
85
bar_485
bar_chart
legend
{'position': 'upper right'}
{'position': 'lower right'}
{"position": {"initial value": "upper right", "modified value": "lower right"}}
86
bar_372
bar_chart
color
{'Manufacturing Cost($)': '#a9a9a9', 'Retail Cost($)': '#000000'}
{'Manufacturing Cost($)': '#a9a9a9', 'Retail Cost($)': '#cc9f4c'}
{"Retail Cost($)": {"initial value": "#000000", "modified value": "#cc9f4c"}}
87
bar_91
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower left'}
{"position": {"initial value": "upper left", "modified value": "lower left"}}
88
bar_338
bar_chart
color
{'Manufacturing Output(billion)': '#0000FF', 'Investment(billion)': '#008000'}
{'Manufacturing Output(billion)': '#02d6c5', 'Investment(billion)': '#d9acc3'}
{"Manufacturing Output(billion)": {"initial value": "#0000FF", "modified value": "#02d6c5"}, "Investment(billion)": {"initial value": "#008000", "modified value": "#d9acc3"}}
89
bar_456
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 14, 'weight': 'bold', 'fontfamily': 'serif'}, 'chart legend': {'size': 20, 'weight': 'normal', 'fontfamily': 'serif'}, 'chart axes labels': {'size': 20, 'weight': 'normal', 'fontfamily': 'serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'serif'}}
{"chart title": {"weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart legend": {"size": {"initial value": 12, "modified value": 20}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 20}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes ticks": {"fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}}
90
bar_456
bar_chart
legend
{'position': 'upper left'}
{'position': 'center left'}
{"position": {"initial value": "upper left", "modified value": "center left"}}
91
bar_317
bar_chart
text_style
{'chart title': {'size': 14, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart legend': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes labels': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'sans-serif'}}
{'chart title': {'size': 14, 'weight': 'bold', 'fontfamily': 'serif'}, 'chart legend': {'size': 18, 'weight': 'normal', 'fontfamily': 'serif'}, 'chart axes labels': {'size': 10, 'weight': 'light', 'fontfamily': 'serif'}, 'chart axes ticks': {'size': 12, 'weight': 'normal', 'fontfamily': 'serif'}}
{"chart title": {"weight": {"initial value": "normal", "modified value": "bold"}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart legend": {"size": {"initial value": 12, "modified value": 18}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes labels": {"size": {"initial value": 12, "modified value": 10}, "weight": {"initial value": "normal", "modified value": "light"}, "fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}, "chart axes ticks": {"fontfamily": {"initial value": "sans-serif", "modified value": "serif"}}}
92
bar_317
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower right'}
{"position": {"initial value": "upper left", "modified value": "lower right"}}
93
bar_280
bar_chart
color
{'Median Home Price': '#1f77b4', 'Average Rent': '#ff7f0e', 'Number of Houses': '#2ca02c'}
{'Median Home Price': '#c41d33', 'Average Rent': '#6d8b3b', 'Number of Houses': '#2ca02c'}
{"Median Home Price": {"initial value": "#1f77b4", "modified value": "#c41d33"}, "Average Rent": {"initial value": "#ff7f0e", "modified value": "#6d8b3b"}}
94
bar_385
bar_chart
color
{'Electricity Production(GWh)': '#444444', 'Consumption(GWh)': '#999999'}
{'Electricity Production(GWh)': '#444444', 'Consumption(GWh)': '#d4e05c'}
{"Consumption(GWh)": {"initial value": "#999999", "modified value": "#d4e05c"}}
95
bar_355
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower right'}
{"position": {"initial value": "upper left", "modified value": "lower right"}}
96
bar_455
bar_chart
color
{'Wind Energy(MW)': '#0000ff', 'Solar Energy(MW)': '#007f00', 'Hydro Energy(MW)': '#ff0000'}
{'Wind Energy(MW)': '#0000ff', 'Solar Energy(MW)': '#007f00', 'Hydro Energy(MW)': '#f436b0'}
{"Hydro Energy(MW)": {"initial value": "#ff0000", "modified value": "#f436b0"}}
97
bar_455
bar_chart
legend
{'position': 'upper left'}
{'position': 'center right'}
{"position": {"initial value": "upper left", "modified value": "center right"}}
98
bar_364
bar_chart
legend
{'position': 'upper left'}
{'position': 'center left'}
{"position": {"initial value": "upper left", "modified value": "center left"}}
99
bar_487
bar_chart
legend
{'position': 'upper left'}
{'position': 'lower right'}
{"position": {"initial value": "upper left", "modified value": "lower right"}}
End of preview. Expand in Data Studio

📊 ChartAlignBench

📖 Paper | 💻 GitHub

ChartAlignBench is a multi-modal benchmark designed to evaluate vision-language models (VLMs) on dense-level chart grounding and multi-chart alignment to comprehensively assess fine-grained chart understanding in VLMs.

🌐 Overview

ChartAlignBench contains 9K+ instances, divided into three evaluation subsets:-

  1. Data Grounding & Alignment: Paired charts differ in underlying data values visualized by the chart.
  2. Attribute Grounding & Alignment: Paired charts differ in visualization attribute e.g., color, legend or text style.
  3. Robustness: Multiple variants of paired charts for Data Alignment, with different attributes across variants.

Examples of chart pair instances in ChartAlignBench.

📃 Instruction

For each subset, the test*.parquet files contain the annotations and image pairs pre-loaded for processing with HF Datasets.

from datasets import load_dataset

data_grounding_and_alignment_subset = load_dataset("umd-zhou-lab/ChartAlignBench", "data_grounding_and_alignment")
attribute_grounding_and_alignment_subset = load_dataset("umd-zhou-lab/ChartAlignBench", "attribute_grounding_and_alignment")
robustness_subset = load_dataset("umd-zhou-lab/ChartAlignBench", "robustness")

📂 Dataset Description

Common fields (all subsets)

Field Description
idx Unique index of the sample in the set
imgname Name of the chart image
chart_type Type of chart
alignment_json Alignment label for the chart pair
image_pair Image of horizontally stitched chart pair (PIL.Image)

Data Grounding and Alignment

Field Description
num_cell_difference Number of data points which differ between the chart pair
chart_1_grounding Grounding label for chart 1 (csv table)
chart_2_grounding Grounding label for chart 2 (csv table)

Attribute Grounding and Alignment

Field Description
attribute Attribute which differs between the chart pair
chart_1_grounding Grounding label for chart 1 (json)
chart_2_grounding Grounding label for chart 2 (json)

Robustness

Field Description
set_idx Set index which groups the 5 chart pairs in a robustness set
set_pair_idx Pair index within a set (1-5)
num_cell_difference Number of data points which differ between the chart pair
attribute_varied Attribute which varies across the 5 chart pairs
Downloads last month
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
22,613