| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "citeAs": "cr:citeAs", |
| "column": "cr:column", |
| "conformsTo": "dct:conformsTo", |
| "containedIn": "cr:containedIn", |
| "cr": "http://mlcommons.org/croissant/", |
| "rai": "http://mlcommons.org/croissant/RAI/", |
| "data": { |
| "@id": "cr:data", |
| "@type": "@json" |
| }, |
| "dataType": { |
| "@id": "cr:dataType", |
| "@type": "@vocab" |
| }, |
| "dct": "http://purl.org/dc/terms/", |
| "extract": "cr:extract", |
| "field": "cr:field", |
| "fileObject": "cr:fileObject", |
| "fileSet": "cr:fileSet", |
| "format": "cr:format", |
| "includes": "cr:includes", |
| "isArray": "cr:isArray", |
| "isLiveDataset": "cr:isLiveDataset", |
| "jsonPath": "cr:jsonPath", |
| "key": "cr:key", |
| "path": "cr:path", |
| "recordSet": "cr:recordSet", |
| "references": "cr:references", |
| "repeated": "cr:repeated", |
| "sc": "https://schema.org/", |
| "source": "cr:source", |
| "prov": "http://www.w3.org/ns/prov#" |
| }, |
| "@type": "sc:Dataset", |
| "name": "EditJudge-Bench", |
| "description": "EditJudge-Bench is a synthetic benchmark for auditing VLM-as-a-judge edit verification. Rows contain paired before/after images, factual and counterfactual instructions, and ground-truth Blender/Infinigen scene parameters.", |
| "citeAs": "EditJudge-Bench dataset", |
| "conformsTo": "http://mlcommons.org/croissant/1.1", |
| "datePublished": "2026-05-06", |
| "license": "https://creativecommons.org/licenses/by-nc/4.0/", |
| "version": "1.0.0", |
| "url": "https://huggingface.co/datasets/EDAnonSubmission/benchmark", |
| "isAccessibleForFree": true, |
| "rai:dataCollection": "Programmatic generation and rejection sampling; no scraped personal data.", |
| "rai:personalSensitiveInformation": "None expected; all images are synthetic rendered indoor scenes and do not depict real people, private locations, user-generated content, health data, political or religious beliefs, or other personal/sensitive information.", |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "benchmark.parquet", |
| "name": "benchmark.parquet", |
| "description": "Portable benchmark metadata parquet.", |
| "contentUrl": "benchmark.parquet", |
| "encodingFormat": "application/x-parquet", |
| "sha256": "bb199a806ea9d78a55e8d44fb8f87f21335a62158b9f4b79e34737affd2984de" |
| }, |
| { |
| "@type": "cr:FileSet", |
| "@id": "images", |
| "name": "images", |
| "description": "Paired before/after JPEG files for each sample.", |
| "path": "images", |
| "encodingFormat": "image/jpeg", |
| "includes": "**/*.jpg" |
| } |
| ], |
| "recordSet": [ |
| { |
| "@type": "cr:RecordSet", |
| "@id": "EditJudge-Bench", |
| "name": "EditJudge-Bench", |
| "description": "Rows extracted from benchmark.parquet.", |
| "key": { |
| "@id": "EditJudge-Bench/sample_id" |
| }, |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/sample_id", |
| "name": "sample_id", |
| "description": "Column 'sample_id' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "sample_id" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/object_key", |
| "name": "object_key", |
| "description": "Column 'object_key' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "object_key" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/view_key", |
| "name": "view_key", |
| "description": "Column 'view_key' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "view_key" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.location", |
| "name": "params.location", |
| "description": "Column 'params.location' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.location" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.rotation_euler", |
| "name": "params.rotation_euler", |
| "description": "Column 'params.rotation_euler' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.rotation_euler" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.direction", |
| "name": "meta.direction", |
| "description": "Column 'meta.direction' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.direction" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.distance_moved", |
| "name": "meta.distance_moved", |
| "description": "Column 'meta.distance_moved' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.distance_moved" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/camera_params.location", |
| "name": "camera_params.location", |
| "description": "Column 'camera_params.location' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "camera_params.location" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/camera_params.rotation_euler", |
| "name": "camera_params.rotation_euler", |
| "description": "Column 'camera_params.rotation_euler' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "camera_params.rotation_euler" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/camera_params.lens", |
| "name": "camera_params.lens", |
| "description": "Column 'camera_params.lens' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "camera_params.lens" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/camera_params.focus_distance", |
| "name": "camera_params.focus_distance", |
| "description": "Column 'camera_params.focus_distance' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "camera_params.focus_distance" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.scale", |
| "name": "params.scale", |
| "description": "Column 'params.scale' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.scale" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.color_delta", |
| "name": "meta.color_delta", |
| "description": "Column 'meta.color_delta' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.color_delta" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.other_visible_objects", |
| "name": "meta.other_visible_objects", |
| "description": "Column 'meta.other_visible_objects' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.other_visible_objects" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/before", |
| "name": "before", |
| "description": "Column 'before' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "before" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/after", |
| "name": "after", |
| "description": "Column 'after' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "after" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/metadata", |
| "name": "metadata", |
| "description": "Column 'metadata' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "metadata" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/dataset", |
| "name": "dataset", |
| "description": "Column 'dataset' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "dataset" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/instruction_pos", |
| "name": "instruction_pos", |
| "description": "Column 'instruction_pos' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "instruction_pos" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/edit_type", |
| "name": "edit_type", |
| "description": "Column 'edit_type' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "edit_type" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/_source_parquet", |
| "name": "_source_parquet", |
| "description": "Column '_source_parquet' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "_source_parquet" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.axis", |
| "name": "meta.axis", |
| "description": "Column 'meta.axis' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.axis" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.angle", |
| "name": "meta.angle", |
| "description": "Column 'meta.angle' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.angle" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.angle_deg", |
| "name": "meta.angle_deg", |
| "description": "Column 'meta.angle_deg' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.angle_deg" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/object_type", |
| "name": "object_type", |
| "description": "Column 'object_type' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "object_type" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.factor", |
| "name": "meta.factor", |
| "description": "Column 'meta.factor' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.factor" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.material_name", |
| "name": "params.material_name", |
| "description": "Column 'params.material_name' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.material_name" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.material", |
| "name": "meta.material", |
| "description": "Column 'meta.material' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.material" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.preset", |
| "name": "params.preset", |
| "description": "Column 'params.preset' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.preset" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.preset", |
| "name": "meta.preset", |
| "description": "Column 'meta.preset' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.preset" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.energy_ratio", |
| "name": "meta.energy_ratio", |
| "description": "Column 'meta.energy_ratio' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.energy_ratio" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.magnitude", |
| "name": "meta.magnitude", |
| "description": "Column 'meta.magnitude' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.magnitude" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/difference", |
| "name": "difference", |
| "description": "Column 'difference' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "difference" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.focus_distance", |
| "name": "params.focus_distance", |
| "description": "Column 'params.focus_distance' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.focus_distance" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.subtype", |
| "name": "params.subtype", |
| "description": "Column 'params.subtype' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.subtype" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.subtype", |
| "name": "meta.subtype", |
| "description": "Column 'meta.subtype' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.subtype" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.position_delta", |
| "name": "meta.position_delta", |
| "description": "Column 'meta.position_delta' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.position_delta" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.angle_delta_deg", |
| "name": "meta.angle_delta_deg", |
| "description": "Column 'meta.angle_delta_deg' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.angle_delta_deg" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.delta_lens", |
| "name": "params.delta_lens", |
| "description": "Column 'params.delta_lens' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.delta_lens" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.delta_lens", |
| "name": "meta.delta_lens", |
| "description": "Column 'meta.delta_lens' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.delta_lens" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.visibility", |
| "name": "meta.visibility", |
| "description": "Column 'meta.visibility' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.visibility" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.param_key", |
| "name": "params.param_key", |
| "description": "Column 'params.param_key' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.param_key" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.new_value", |
| "name": "params.new_value", |
| "description": "Column 'params.new_value' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.new_value" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.original_value", |
| "name": "params.original_value", |
| "description": "Column 'params.original_value' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.original_value" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.factory_class", |
| "name": "params.factory_class", |
| "description": "Column 'params.factory_class' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.factory_class" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/params.seed", |
| "name": "params.seed", |
| "description": "Column 'params.seed' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "params.seed" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.delta", |
| "name": "meta.delta", |
| "description": "Column 'meta.delta' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Float", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.delta" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.attribute", |
| "name": "meta.attribute", |
| "description": "Column 'meta.attribute' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.attribute" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.description", |
| "name": "meta.description", |
| "description": "Column 'meta.description' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.description" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.slot_description", |
| "name": "meta.slot_description", |
| "description": "Column 'meta.slot_description' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.slot_description" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/meta.material_name", |
| "name": "meta.material_name", |
| "description": "Column 'meta.material_name' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "meta.material_name" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/instruction_neg_list", |
| "name": "instruction_neg_list", |
| "description": "Column 'instruction_neg_list' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "instruction_neg_list" |
| } |
| } |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "EditJudge-Bench/instruction_neg_types", |
| "name": "instruction_neg_types", |
| "description": "Column 'instruction_neg_types' from the EditJudge-Bench parquet release.", |
| "dataType": "sc:Text", |
| "source": { |
| "fileObject": { |
| "@id": "benchmark.parquet" |
| }, |
| "extract": { |
| "column": "instruction_neg_types" |
| } |
| } |
| } |
| ] |
| } |
| ], |
| "rai:dataLimitations": [ |
| "EditJudge-Bench is limited to synthetic indoor scenes rendered from procedural Blender/Infinigen assets. It should not be treated as representative of all real-world image edits, outdoor scenes, people, cultural settings, or camera conditions. The release is intended for evaluation of VLM-based edit judges, not for training image generators or for safety-critical deployment decisions.", |
| "The public release uses JPEG-compressed renderings and contains a finite edit taxonomy. Results may not generalize to editing operations, image domains, or failure modes outside the supported procedural edit types." |
| ], |
| "rai:dataBiases": [ |
| "The data distribution reflects the procedural choices and asset coverage of Infinigen indoor scene generation, including its room layouts, object classes, materials, lighting presets, camera placement strategy, and rejection-sampling constraints. It does not model demographic populations and contains no people, but it may overrepresent objects and spatial arrangements common in the generator.", |
| "The benchmark intentionally balances edit types, so its distribution differs from natural user edit request frequencies. Models evaluated on this dataset may appear strong or weak on edit categories according to this controlled taxonomy rather than according to real-world edit prevalence." |
| ], |
| "rai:dataUseCases": [ |
| "Validated use case: diagnostic evaluation of VLM-as-a-judge systems for image-edit verification. Each row provides a source image, edited image, factual instruction, counterfactual instructions, and ground-truth scene/edit parameters. The paper validates the benchmark through controlled Blender generation, human perceptual checks on a representative sample, and judge audits using AUROC and per-edit-type breakdowns.", |
| "Not validated for training image-editing models, assessing human editing ability, measuring general VLM capability, certifying real-world editing systems, or making claims about deployment readiness." |
| ], |
| "rai:dataSocialImpact": "Positive impact: EditJudge-Bench provides controlled ground truth for auditing automated VLM judges, helping researchers detect brittle evaluation behavior before such judges are used to rank image-editing systems. Risks: benchmark scores may be overinterpreted as general real-world judge reliability or used as an optimization target for models that exploit synthetic artifacts. Mitigations include a non-commercial license, explicit limitations, release of ground-truth parameters for diagnostic analysis, and framing the dataset as an evaluation/audit resource rather than a deployment benchmark.", |
| "rai:hasSyntheticData": true, |
| "prov:wasDerivedFrom": [ |
| { |
| "@type": "sc:SoftwareSourceCode", |
| "name": "Infinigen / Infinigen Indoors", |
| "url": "https://github.com/princeton-vl/infinigen", |
| "description": "Procedural Blender scene generation system used to create indoor source scenes. Scene seeds and generated edit parameters are represented in the released metadata rather than as real-world source data." |
| } |
| ], |
| "prov:wasGeneratedBy": [ |
| { |
| "@type": "prov:Activity", |
| "name": "EditJudge-Bench procedural edit generation", |
| "description": "Indoor scenes were generated with Infinigen and manipulated in Blender using programmatic edit procedures for movement, rotation, scale, material, lighting, camera, removal/addition, shape, and articulation. Rejection sampling enforced visibility and physical plausibility constraints. Factual and counterfactual instructions were produced from templates using the saved ground-truth scene parameters. Rendered images were JPEG-compressed for the public release." |
| } |
| ] |
| } |
|
|
