| { |
| "dataset": "ArtArk/DesignTaste", |
| "split": "test", |
| "default_config": "generated", |
| "configs": { |
| "generated": { |
| "rows": 2418, |
| "data_files": "data/generated/test-*.parquet", |
| "features": { |
| "image": { |
| "_type": "Image" |
| }, |
| "rating_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "task_key": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "track": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "task_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "source": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "model_name": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "annotation_brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "image_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "image_format": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "scored_image_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "judge": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "project_group": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "width": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "height": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "image_size_bytes": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_width": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_height": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_size_bytes": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "thematic_expression": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "creative_originality": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "visual_organization": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "aesthetic_expression": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "formal_completion": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "overall_score": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "brief": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "title": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "discipline": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "category": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "full_category": { |
| "dtype": "string", |
| "_type": "Value" |
| } |
| } |
| }, |
| "tasks": { |
| "rows": 403, |
| "data_files": "data/tasks.parquet", |
| "features": { |
| "task_key": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "track": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "task_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "brief": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "annotation_brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "title": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "creators": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "agency": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "credits_json": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "client": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "country": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "annual_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "discipline": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "category": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "full_category": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "award": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "work_url": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "reference_url": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "reference_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "reference_format": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "project_group": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "metadata_source_status": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "metadata_provenance": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "metadata_limitations": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "year": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "reference_width": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "reference_height": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "reference_size_bytes": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "reference_image_count": { |
| "dtype": "int64", |
| "_type": "Value" |
| } |
| } |
| }, |
| "ratings": { |
| "rows": 2821, |
| "data_files": "data/ratings.parquet", |
| "features": { |
| "rating_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "task_key": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "track": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "task_id": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "source": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "model_name": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "annotation_brief_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "image_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "image_format": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "scored_image_sha256": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "judge": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "project_group": { |
| "dtype": "string", |
| "_type": "Value" |
| }, |
| "width": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "height": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "image_size_bytes": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_width": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_height": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "scored_image_size_bytes": { |
| "dtype": "int64", |
| "_type": "Value" |
| }, |
| "thematic_expression": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "creative_originality": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "visual_organization": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "aesthetic_expression": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "formal_completion": { |
| "dtype": "float64", |
| "_type": "Value" |
| }, |
| "overall_score": { |
| "dtype": "float64", |
| "_type": "Value" |
| } |
| } |
| } |
| }, |
| "joins": { |
| "task_key": "track + ':' + task_id", |
| "rating_id": "task_key + ':' + source" |
| }, |
| "scores": { |
| "raw_range": [ |
| 0, |
| 10 |
| ], |
| "overall_range": [ |
| 0, |
| 100 |
| ], |
| "dimension_order": [ |
| "thematic_expression", |
| "creative_originality", |
| "visual_organization", |
| "aesthetic_expression", |
| "formal_completion" |
| ], |
| "weights": [ |
| 2.0, |
| 3.0, |
| 1.5, |
| 2.0, |
| 1.5 |
| ], |
| "overall_formula": "sum(raw_dimension_score * dimension_weight)", |
| "original_dimension_mapping": { |
| "poster": { |
| "thematic_expression": "brief_communication", |
| "creative_originality": "conceptual_originality", |
| "visual_organization": "visual_organization", |
| "aesthetic_expression": "aesthetic_expression", |
| "formal_completion": "formal_resolution" |
| }, |
| "adc": { |
| "thematic_expression": "brief_fit", |
| "creative_originality": "concept_strength", |
| "visual_organization": "category_fit", |
| "aesthetic_expression": "visual_craft", |
| "formal_completion": "visible_communication" |
| } |
| } |
| }, |
| "hashes": { |
| "brief_sha256": "SHA256 of the released brief string encoded as UTF-8, without extra whitespace.", |
| "annotation_brief_sha256": "SHA256 of json.dumps(brief, ensure_ascii=False).encode('utf-8'); includes JSON string quotes and escaping.", |
| "image_sha256": "SHA256 of original image bytes. Generated image bytes are embedded unchanged.", |
| "scored_image_sha256": "SHA256 of the image scored by the judge, which may be a resized preview. Preview bytes are not included.", |
| "reference_sha256": "SHA256 of the locally verified original award image; only the official URL and metadata are included." |
| }, |
| "attribution": { |
| "creators": "Poster: released creator names. ADC: official agency string.", |
| "credits_json": "JSON object of original ADC credit-role strings mapped to arrays of names; empty object for poster tasks.", |
| "reference_image_count": "Original catalog image count for the work; exactly one selected reference is used for each task." |
| }, |
| "source_files": { |
| "preserved_exactly": [ |
| "annotations/adc_scores.csv", |
| "annotations/poster_scores.csv", |
| "briefs/adc.jsonl", |
| "briefs/poster.jsonl", |
| "manifests/adc.csv", |
| "manifests/poster.csv", |
| "prompts/adc/extract_brief.txt", |
| "prompts/adc/generate_image.txt", |
| "prompts/adc/review_brief.txt", |
| "prompts/adc/score_image.txt", |
| "prompts/poster/extract_brief.txt", |
| "prompts/poster/generate_image.txt", |
| "prompts/poster/generate_image_ratio.txt", |
| "prompts/poster/review_brief.txt", |
| "prompts/poster/score_image.txt", |
| "results/DesignTaste_results.xlsx", |
| "results/adc_categories.csv", |
| "results/dimensions.csv", |
| "results/pairwise.csv", |
| "results/summary.csv", |
| "rubrics/adc.json", |
| "rubrics/adc.zh.json", |
| "rubrics/poster.json", |
| "rubrics/poster.zh.json" |
| ], |
| "configs": "Track config paths omit the source repository's data/ prefix to resolve within this dataset." |
| }, |
| "reference_links": "metadata/reference_links.csv", |
| "notes": [ |
| "All three configurations are the same released test benchmark with different views.", |
| "Raw track rubric dimensions are mapped positionally to the canonical presentation labels.", |
| "The original annotations retain their original field names and annotation brief hashes.", |
| "ADC task 62340 has one rating with judge codex_visual_review; the recorded judge label is preserved.", |
| "Poster discipline/category values are descriptive release labels; ADC values are official catalog categories." |
| ] |
| } |
|
|
