Hugging Face's logo

Datasets:
umd-zhou-lab
/
ChartAlignBench

Modalities:
Image
Text
Formats:
parquet
Size:
10K - 100K
ArXiv:
Libraries:
Datasets
Dask
Dataset card Data Studio Files
xet
Community
2
Dataset Viewer
Auto-converted to Parquet Duplicate
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 pairs 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
85
Size of downloaded dataset files:
1.8 GB
Size of the auto-converted Parquet files:
1.8 GB
Number of rows:
22,613

Paper for umd-zhou-lab/ChartAlignBench