Delete ChartAlignbench_dataset

ChartAlignbench_dataset/attr_edit/attribute_edit_info.json

@@ -1,544 +0,0 @@
-[
-    {
-        "imgname": "bar_87",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Salary(USD)": {
-                "initial value": "#0000ff",
-                "modified value": "#390062"
-            },
-            "Benefits(USD)": {
-                "initial value": "#ff0000",
-                "modified value": "#8cd0a4"
-            }
-        }
-    },
-    {
-        "imgname": "bar_85",
-        "attr_change_type": "text_style",
-        "attr_change_json": {
-            "chart title": {
-                "size": {
-                    "initial value": 14,
-                    "modified value": 10
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "light"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "sans-serif"
-                }
-            },
-            "chart legend": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 18
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "sans-serif"
-                }
-            },
-            "chart axes labels": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 18
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "sans-serif"
-                }
-            },
-            "chart axes ticks": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 22
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "sans-serif"
-                }
-            }
-        }
-    },
-    {
-        "imgname": "bar_85",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper left",
-                "modified value": "upper left"
-            }
-        }
-    },
-    {
-        "imgname": "bar_395",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper center",
-                "modified value": "upper center"
-            }
-        }
-    },
-    {
-        "imgname": "bar_279",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Hotels": {
-                "initial value": "#60A3BC",
-                "modified value": "#60A3BC"
-            },
-            "Restaurants": {
-                "initial value": "#F7BB41",
-                "modified value": "#F7BB41"
-            },
-            "Tourists(hundred)": {
-                "initial value": "#F3715C",
-                "modified value": "#b92839"
-            }
-        }
-    },
-    {
-        "imgname": "bar_138",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper left",
-                "modified value": "upper left"
-            }
-        }
-    },
-    {
-        "imgname": "bar_185",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper right",
-                "modified value": "upper right"
-            }
-        }
-    },
-    {
-        "imgname": "bar_83",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Manufacturing Output(million)": {
-                "initial value": "#000000",
-                "modified value": "#000000"
-            },
-            "Production Cost(million)": {
-                "initial value": "#000000",
-                "modified value": "#28da7e"
-            }
-        }
-    },
-    {
-        "imgname": "bar_96",
-        "attr_change_type": "text_style",
-        "attr_change_json": {
-            "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
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "cursive"
-                }
-            },
-            "chart axes labels": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 14
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "cursive"
-                }
-            },
-            "chart axes ticks": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 20
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "cursive"
-                }
-            }
-        }
-    },
-    {
-        "imgname": "bar_96",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "lower right",
-                "modified value": "upper left"
-            }
-        }
-    },
-    {
-        "imgname": "bar_258",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Websites": {
-                "initial value": "#0099cc",
-                "modified value": "#579f7c"
-            },
-            "Social Media Users": {
-                "initial value": "#ff9933",
-                "modified value": "#ff9933"
-            }
-        }
-    },
-    {
-        "imgname": "bar_430",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Retail Stores": {
-                "initial value": "#FFA500",
-                "modified value": "#FFA500"
-            },
-            "Online Stores": {
-                "initial value": "#0000FF",
-                "modified value": "#0000FF"
-            }
-        }
-    },
-    {
-        "imgname": "bar_19",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Criminal Cases": {
-                "initial value": "#0000ff",
-                "modified value": "#1ca3e6"
-            },
-            "Civil Cases": {
-                "initial value": "#ff0000",
-                "modified value": "#ff0000"
-            }
-        }
-    },
-    {
-        "imgname": "bar_143",
-        "attr_change_type": "text_style",
-        "attr_change_json": {
-            "chart title": {
-                "size": {
-                    "initial value": 14,
-                    "modified value": 14
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "bold"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "fantasy"
-                }
-            },
-            "chart legend": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 8
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "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
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "fantasy"
-                }
-            }
-        }
-    },
-    {
-        "imgname": "bar_143",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper right",
-                "modified value": "lower center"
-            }
-        }
-    },
-    {
-        "imgname": "bar_380",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Enrollment rate(%)": {
-                "initial value": "#0000FF",
-                "modified value": "#eaeea1"
-            },
-            "Graduation rate(%)": {
-                "initial value": "#FF0000",
-                "modified value": "#879e5f"
-            }
-        }
-    },
-    {
-        "imgname": "bar_227",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Restaurants": {
-                "initial value": "#0000FF",
-                "modified value": "#0000FF"
-            },
-            "Fast Food Chains": {
-                "initial value": "#FFA500",
-                "modified value": "#FFA500"
-            },
-            "Delivery Service": {
-                "initial value": "#008000",
-                "modified value": "#b95799"
-            }
-        }
-    },
-    {
-        "imgname": "bar_502",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Utility A(KWh)": {
-                "initial value": "#0000ff",
-                "modified value": "#0000ff"
-            },
-            "Utility B(KWh)": {
-                "initial value": "#007f00",
-                "modified value": "#2e8bad"
-            },
-            "Utility C(KWh)": {
-                "initial value": "#bfbf00",
-                "modified value": "#3823ee"
-            }
-        }
-    },
-    {
-        "imgname": "bar_502",
-        "attr_change_type": "text_style",
-        "attr_change_json": {
-            "chart title": {
-                "size": {
-                    "initial value": 14,
-                    "modified value": 18
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "monospace"
-                }
-            },
-            "chart legend": {
-                "size": {
-                    "initial value": 12,
-                    "modified value": 20
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "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
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "monospace"
-                }
-            }
-        }
-    },
-    {
-        "imgname": "bar_502",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper right",
-                "modified value": "center left"
-            }
-        }
-    },
-    {
-        "imgname": "bar_254",
-        "attr_change_type": "color",
-        "attr_change_json": {
-            "Inventions": {
-                "initial value": "#D0E8CF",
-                "modified value": "#05e0d7"
-            },
-            "Research papers": {
-                "initial value": "#08BDBD",
-                "modified value": "#08BDBD"
-            }
-        }
-    },
-    {
-        "imgname": "bar_254",
-        "attr_change_type": "text_style",
-        "attr_change_json": {
-            "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
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "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
-                },
-                "weight": {
-                    "initial value": "normal",
-                    "modified value": "normal"
-                },
-                "fontfamily": {
-                    "initial value": "sans-serif",
-                    "modified value": "monospace"
-                }
-            }
-        }
-    },
-    {
-        "imgname": "bar_254",
-        "attr_change_type": "legend",
-        "attr_change_json": {
-            "position": {
-                "initial value": "upper left",
-                "modified value": "lower left"
-            }
-        }
-    }
-]

ChartAlignbench_dataset/cell_edit/cell_edit.json

@@ -1,176 +0,0 @@
-[
-    {
-        "imgname": "bar_87",
-        "cell_change_cnt": 1,
-        "cell_change_json": {
-            "0": {
-                "row name": "John",
-                "column name": "Benefits(USD)",
-                "value in chart 1": 1400,
-                "value in chart 2": 625
-            }
-        }
-    },
-    {
-        "imgname": "bar_395",
-        "cell_change_cnt": 1,
-        "cell_change_json": {
-            "0": {
-                "row name": "UK",
-                "column name": "Inflation Rate",
-                "value in chart 1": 1.6,
-                "value in chart 2": 0.825
-            }
-        }
-    },
-    {
-        "imgname": "bar_159",
-        "cell_change_cnt": 1,
-        "cell_change_json": {
-            "0": {
-                "row name": "UK",
-                "column name": "Charitable Donations (million)",
-                "value in chart 1": 1500,
-                "value in chart 2": 787
-            }
-        }
-    },
-    {
-        "imgname": "bar_279",
-        "cell_change_cnt": 1,
-        "cell_change_json": {
-            "0": {
-                "row name": "France",
-                "column name": "Hotels",
-                "value in chart 1": 1100,
-                "value in chart 2": 475
-            }
-        }
-    },
-    {
-        "imgname": "bar_87",
-        "cell_change_cnt": 2,
-        "cell_change_json": {
-            "0": {
-                "row name": "Sarah",
-                "column name": "Benefits(USD)",
-                "value in chart 1": 1300,
-                "value in chart 2": 625
-            },
-            "1": {
-                "row name": "Sarah",
-                "column name": "Salary(USD)",
-                "value in chart 1": 4500,
-                "value in chart 2": 6862
-            }
-        }
-    },
-    {
-        "imgname": "bar_159",
-        "cell_change_cnt": 2,
-        "cell_change_json": {
-            "0": {
-                "row name": "USA",
-                "column name": "Nonprofit Organizations",
-                "value in chart 1": 550,
-                "value in chart 2": 218
-            },
-            "1": {
-                "row name": "France",
-                "column name": "Charitable Donations (million)",
-                "value in chart 1": 1800,
-                "value in chart 2": 2362
-            }
-        }
-    },
-    {
-        "imgname": "bar_96",
-        "cell_change_cnt": 2,
-        "cell_change_json": {
-            "0": {
-                "row name": "North America",
-                "column name": "Renewable Energy Usage(%)",
-                "value in chart 1": 25,
-                "value in chart 2": 13
-            },
-            "1": {
-                "row name": "Europe",
-                "column name": "Renewable Energy Usage(%)",
-                "value in chart 1": 35,
-                "value in chart 2": 41
-            }
-        }
-    },
-    {
-        "imgname": "bar_87",
-        "cell_change_cnt": 3,
-        "cell_change_json": {
-            "0": {
-                "row name": "David",
-                "column name": "Salary(USD)",
-                "value in chart 1": 4600,
-                "value in chart 2": 2287
-            },
-            "1": {
-                "row name": "Sarah",
-                "column name": "Benefits(USD)",
-                "value in chart 1": 1300,
-                "value in chart 2": 1875
-            },
-            "2": {
-                "row name": "Jane",
-                "column name": "Salary(USD)",
-                "value in chart 1": 4200,
-                "value in chart 2": 1372
-            }
-        }
-    },
-    {
-        "imgname": "bar_159",
-        "cell_change_cnt": 3,
-        "cell_change_json": {
-            "0": {
-                "row name": "France",
-                "column name": "Nonprofit Organizations",
-                "value in chart 1": 400,
-                "value in chart 2": 218
-            },
-            "1": {
-                "row name": "UK",
-                "column name": "Charitable Donations (million)",
-                "value in chart 1": 1500,
-                "value in chart 2": 2362
-            },
-            "2": {
-                "row name": "USA",
-                "column name": "Nonprofit Organizations",
-                "value in chart 1": 550,
-                "value in chart 2": 131
-            }
-        }
-    },
-    {
-        "imgname": "bar_83",
-        "cell_change_cnt": 3,
-        "cell_change_json": {
-            "0": {
-                "row name": "USA",
-                "column name": "Production Cost(million)",
-                "value in chart 1": 6000,
-                "value in chart 2": 3125
-            },
-            "1": {
-                "row name": "UK",
-                "column name": "Production Cost(million)",
-                "value in chart 1": 5500,
-                "value in chart 2": 9375
-            },
-            "2": {
-                "row name": "France",
-                "column name": "Manufacturing Output(million)",
-                "value in chart 1": 10000,
-                "value in chart 2": 2550
-            }
-        }
-    }
-]

ChartAlignbench_dataset/dataset.py

@@ -1,85 +0,0 @@
-import os
-import json
-from PIL import Image
-import datasets
-
-_CITATION = ""
-_DESCRIPTION = "ChartAlignBench: Visual chart alignment benchmark with cell-level and attribute-level edits."
-
-class ChartAlignBenchConfig(datasets.BuilderConfig):
-    def __init__(self, data_dir, **kwargs):
-        super().__init__(**kwargs)
-        self.data_dir = data_dir
-
-class ChartAlignBench(datasets.GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        ChartAlignBenchConfig(
-            name="cell_edit",
-            version=datasets.Version("1.0.0"),
-            description="Cell edit subset",
-            data_dir="cell_edit"
-        ),
-        ChartAlignBenchConfig(
-            name="attr_edit",
-            version=datasets.Version("1.0.0"),
-            description="Attribute edit subset",
-            data_dir="attr_edit"
-        )
-    ]
-
-    def _info(self):
-        # Define features per config
-        if self.config.name == "cell_edit":
-            features = datasets.Features({
-                "imgname": datasets.Value("string"),
-                "cell_change_cnt": datasets.Value("int32"),
-                "cell_change_json": datasets.Value("string"),
-                "image": datasets.Image()
-            })
-        elif self.config.name == "attr_edit":
-            features = datasets.Features({
-                "imgname": datasets.Value("string"),
-                "attr_change_type": datasets.Value("string"),
-                "attr_change_json": datasets.Value("string"),
-                "image": datasets.Image()
-            })
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        data_dir = os.path.join(self.config.data_dir)
-        if self.config.name == "cell_edit":
-            json_path = os.path.join(data_dir, "cell_edit.json")
-        else:
-            json_path = os.path.join(data_dir, "attribute_edit_info.json")
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"data_dir": data_dir, "json_path": json_path}),
-        ]
-
-    def _generate_examples(self, data_dir, json_path):
-        with open(json_path, "r") as f:
-            data = json.load(f)
-
-        for idx, item in enumerate(data):
-            imgname = item["imgname"]
-            if self.config.name == "cell_edit":
-                cnt = item["cell_change_cnt"]
-                image_path = os.path.join(data_dir, f"{cnt}_cell_edit", imgname + ".png")
-                yield idx, {
-                    "imgname": imgname,
-                    "cell_change_cnt": cnt,
-                    "cell_change_json": json.dumps(item["cell_change_json"]),
-                    "image": image_path
-                }
-            else:
-                attr_type = item["attr_change_type"]
-                image_path = os.path.join(data_dir, f"{attr_type}_altered", imgname + ".png")
-                yield idx, {
-                    "imgname": imgname,
-                    "attr_change_type": attr_type,
-                    "attr_change_json": json.dumps(item["attr_change_json"]),
-                    "image": image_path
-                }