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zanyi/README.md
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---
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license: other
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task_categories:
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- text-to-image
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language:
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- zh
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- en
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size_categories:
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- n<1K
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pretty_name: Knowledge-Grounded Image Synthesis Benchmark
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*.parquet
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---
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# Knowledge-Grounded Image Synthesis Benchmark
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200 knowledge-grounded prompts × 2 image-generation models (Gemini, GPT-Image-1) = 400 generated images.
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Each row of the dataset carries one prompt and the two model outputs side-by-side, so the HF dataset viewer renders **prompt + Gemini thumbnail + GPT-Image-1 thumbnail** on a single row.
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## Schema
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| column | type | description |
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|------------------|-------------|----------------------------------------------|
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| `id` | string | e.g. `A-1`, `G-120` |
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| `category` | string | `A` / `B` / `C` / `D` / `G` |
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| `category_name` | string | human-readable category name |
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| `language` | string | `zh` or `en` |
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| `prompt` | string | the input prompt |
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| `gemini_image` | image | Gemini output (jpg bytes, embedded) |
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| `gptimage_image` | image | GPT-Image-1 output (png bytes, embedded) |
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## Categories
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| Code | Name | Count |
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|------|----------------------------------------|-------|
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| A | Named Entity Multi-Attribute Display | 20 |
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| B | Relational Binding | 20 |
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| C | Ordering / Classification | 20 |
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| D | Event-Grounded Specific Moment | 20 |
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| G | Composite Knowledge Layout | 120 |
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Bilingual: each category mixes Chinese (`zh`) and English (`en`) prompts.
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## Loading
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```python
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from datasets import load_dataset
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ds = load_dataset("knowledge-in-visual-synthesis/knowledge-image-synthesis", split="test")
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row = ds[0]
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row["prompt"] # str
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row["gemini_image"] # PIL.Image
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row["gptimage_image"] # PIL.Image
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```
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## File layout
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```
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data/
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├── test-00000-of-00002.parquet # rows 0..99 (~273 MB)
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└── test-00001-of-00002.parquet # rows 100..199 (~294 MB)
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README.md
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```
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Image bytes are embedded directly in the parquet files; no external image directory is required.
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zanyi/data/test-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:27dbbb4bd8bd797f59a4ebc86aa836cfeb8a02a0636282aa7f537e10249df2ad
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size 272636886
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zanyi/data/test-00001-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:53983228f0351401449c95a1c51f12201b02d3371e73bb9d6d16217bf805a4e0
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size 294037512
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