Sync patent drafting benchmark from GitHub 3c1949f
#1
by wei0616 - opened
This view is limited to 50 files because it contains too many changes. See the raw diff here.
- .gitattributes +15 -0
- README.en.md +82 -0
- README.md +95 -0
- asset/PD-0005_input.docx +0 -0
- asset/PD-0012_input.docx +0 -0
- asset/PD-0014_input.docx +0 -0
- asset/PD-0017_input.docx +0 -0
- asset/PD-0019_input.docx +0 -0
- asset/PD-0023_input.docx +3 -0
- asset/PD-0025_input.docx +3 -0
- asset/PD-0028_input.docx +3 -0
- asset/PD-0031_input.docx +0 -0
- asset/PD-0036_input.docx +0 -0
- asset/PD-0048_input.docx +0 -0
- asset/PD-0051_input.docx +0 -0
- asset/PD-0052_input.docx +0 -0
- asset/PD-0059_input.docx +0 -0
- asset/PD-0063_input.docx +0 -0
- asset/PD-0064_input.docx +0 -0
- asset/PD-0072_input.docx +3 -0
- asset/PD-0078_input.docx +0 -0
- asset/PD-0083_input.docx +0 -0
- asset/PD-0092_input.docx +0 -0
- asset/PD-0094_input.docx +0 -0
- asset/PD-0098_input.docx +0 -0
- asset/PD-0102_input.docx +0 -0
- asset/PD-0105_input.docx +3 -0
- asset/PD-0110_input.docx +3 -0
- asset/PD-0114_input.docx +0 -0
- asset/PD-0119_input.docx +0 -0
- asset/PD-0126_input.docx +3 -0
- asset/PD-0127_input.docx +0 -0
- asset/PD-0131_input.docx +0 -0
- asset/PD-0135_input.docx +0 -0
- asset/PD-0138_input.docx +0 -0
- asset/PD-0141_input.docx +0 -0
- asset/PD-0142_input.docx +3 -0
- asset/PD-0145_input.docx +3 -0
- asset/PD-0154_input.docx +0 -0
- asset/PD-0161_input.docx +0 -0
- asset/PD-0165_input.docx +0 -0
- asset/PD-0174_input.docx +0 -0
- asset/PD-0176_input.docx +0 -0
- asset/PD-0179_input.docx +0 -0
- asset/PD-0186_input.docx +0 -0
- asset/PD-0188_input.docx +0 -0
- asset/PD-0198_input.docx +0 -0
- asset/PD-0204_input.docx +0 -0
- asset/PD-0205_input.docx +3 -0
- asset/PD-0227_input.docx +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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asset/PD-0023_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0025_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0028_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0072_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0105_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0110_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0126_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0142_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0145_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0205_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0227_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0236_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0265_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0272_input.docx filter=lfs diff=lfs merge=lfs -text
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asset/PD-0274_input.docx filter=lfs diff=lfs merge=lfs -text
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README.en.md
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# patent-drafting-bench
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[中文](README.md) | English
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patent-drafting-bench evaluates the patent drafting capabilities of large language models and AI agents through **60 test tasks**. Each task requires drafting claims, a specification, and necessary drawings from a technical disclosure, following the specified jurisdiction and output language. The final deliverable is a Word (`.docx`) document.
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The benchmark evaluates whether a model can turn a disclosed technical solution into a complete, well-supported patent application. It covers claim completeness, clarity, scope, and dependent-claim structure; support and sufficiency of disclosure in the specification; and fabrication of technical content. Tasks include general and case-specific rubrics for item-level human review or LLM-as-a-judge evaluation.
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## Directory structure
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```text
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patent-drafting-bench/
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├── README.md
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├── README.en.md
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├── data/
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│ └── test.jsonl
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└── asset/
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├── PD-0005_input.docx
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└── ... (60 technical disclosure documents)
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```
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`test.jsonl` is UTF-8 encoded and contains one task per line, with 60 lines in total. `document_fields.input_file` is relative to the **dataset root**, for example `asset/PD-0005_input.docx`, rather than to `data/`. All attachments are included locally; no COS or S3 download is required.
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## Dataset size and distribution
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### Technical fields
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Tasks are grouped by the IPC section recorded in their `ipc` field. Each task is counted once.
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| IPC section | Technical field | Tasks | Share |
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| --- | --- | ---: | ---: |
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| A | Human necessities | 5 | 8.33% |
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| B | Performing operations; transporting | 11 | 18.33% |
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| C | Chemistry; metallurgy | 5 | 8.33% |
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| D | Textiles; paper | 5 | 8.33% |
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| E | Fixed constructions | 4 | 6.67% |
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| F | Mechanical engineering; lighting; heating; weapons; blasting | 5 | 8.33% |
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| G | Physics | 13 | 21.67% |
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| H | Electricity | 12 | 20.00% |
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| **Total** | **8 IPC sections** | **60** | **100%** |
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Percentages are rounded to two decimal places.
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### Jurisdictions and output languages
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| Target jurisdiction | Tasks | Share |
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| --- | ---: | ---: |
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| China (CN) | 31 | 51.67% |
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| United States (US) | 15 | 25.00% |
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| Europe (EP) | 14 | 23.33% |
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| **Total** | **60** | **100%** |
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31 tasks require Chinese (`zh`) output, and 29 require English (`en`) output.
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### Disclosures with and without images
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| Input disclosure type | Tasks | Share |
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| --- | ---: | ---: |
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| With embedded images | 15 | 25.00% |
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| Without embedded images | 45 | 75.00% |
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| **Total** | **60** | **100%** |
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This count is based on embedded images in the body of each disclosure DOCX. The 15 disclosures with images contain 17 image references in total.
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All tasks require drawings in the final document when necessary. Image content is available in the original DOCX files.
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## Evaluation rubrics
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Each task includes general and case-specific rubrics. General criteria assess claim eligibility, unity, clarity, completeness, scope, dependent-claim structure, and support in the specification, as well as specification structure, embodiments, sufficiency of disclosure, wording, and technical consistency. Case-specific criteria assess technical features, parameters, embodiments, and subject matter described in the corresponding disclosure.
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| Rubric category | Total items across all tasks | Items per task |
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| --- | ---: | --- |
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| General criteria | 900 | 15 |
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| Case-specific criteria | 77 | 0–4 |
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| **Total** | **977** | **15–19** |
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Each criterion includes decision conditions, discrete score levels, and a positive integer weight. Score levels are 0, 0.5, and 1; some criteria use only 0 and 1. Evaluators select the applicable level for each criterion and calculate a score out of 100:
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**Score = 100 × Σ(weight × level score) ÷ Σ(weights)**
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The scoring instructions specify evidence requirements and deduction attribution. The same defect is not penalized more than once.
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README.md
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---
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license: cc-by-nc-4.0
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---
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---
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license: cc-by-nc-4.0
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language:
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- zh
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- en
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tags:
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- patent
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- patent-drafting
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- benchmark
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pretty_name: PatSnap Patent Drafting Bench
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size_categories:
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- n<1K
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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.jsonl
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---
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# patent-drafting-bench
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中文 | [English](README.en.md)
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patent-drafting-bench 是一个评估大模型及智能体专利撰写能力的数据集,包含 **60 个测试任务**。模型需要依据技术交底书,按指定法域和语言撰写权利要求书、说明书及必要附图,最终交付一份 Word(`.docx`)文档。
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评测关注模型能否将交底中的技术方案转化为完整、合理且有依据的专利申请文本,包括权利要求的完整性、清楚性、保护范围和从属布局,说明书的支持与公开,以及是否编造技术内容。每个任务包含通用评分标准与案例特异评分标准,可用于逐项人工审阅或 LLM judge 评分。
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## 目录结构
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```text
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patent-drafting-bench/
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├── README.md
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├── README.en.md
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├── data/
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│ └── test.jsonl
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└── asset/
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├── PD-0005_input.docx
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└── ...(共 60 份技术交底书)
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```
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`test.jsonl` 使用 UTF-8 编码,每行一个任务,共 60 行。`document_fields.input_file` 是**相对于本数据集根目录**的路径,例如 `asset/PD-0005_input.docx`,不是相对于 `data/` 的路径。
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## 数据规模与分布
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### 技术领域
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按每个任务的 `ipc` 字段统计,分类层级为 IPC 部,每个任务计数一次。
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| IPC 部 | 技术领域 | 任务数 | 占比 |
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| --- | --- | ---: | ---: |
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| A | 人类生活必需 | 5 | 8.33% |
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| B | 作业;运输 | 11 | 18.33% |
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| C | 化学;冶金 | 5 | 8.33% |
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| D | 纺织;造纸 | 5 | 8.33% |
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| E | 固定建筑物 | 4 | 6.67% |
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| F | 机械工程;照明;加热;武器;爆破 | 5 | 8.33% |
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| G | 物理 | 13 | 21.67% |
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| H | 电学 | 12 | 20.00% |
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| **合计** | **8 个 IPC 部** | **60** | **100%** |
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百分比保留两位小数。
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### 法域与输出语言
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| 目标法域 | 任务数 | 占比 |
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| --- | ---: | ---: |
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| 中国(CN) | 31 | 51.67% |
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| 美国(US) | 15 | 25.00% |
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| 欧洲(EP) | 14 | 23.33% |
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| **合计** | **60** | **100%** |
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要求使用中文(`zh`)输出的任务有 31 个,英文(`en`)输出的任务有 29 个。
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### 交底书有图 / 无图
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| 输入交底书类型 | 任务数 | 占比 |
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| --- | ---: | ---: |
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| 含嵌入图片 | 15 | 25.00% |
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| 不含嵌入图片 | 45 | 75.00% |
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| **合计** | **60** | **100%** |
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按交底书 DOCX 正文是否含嵌入图片统计,15 份含图交底书合计包含 17 处图片引用。
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所有任务均要求在必要时绘制附图并放入最终文档。图片信息保存在原始 DOCX 中。
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## 评分标准
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每个任务提供通用评分标准和案例特异评分标准。通用标准评价权利要求的客体、单一性、清楚性、完整性、保护范围、从属布局及说明书支持,以及说明书的结构、实施例、公开充分性、表达和技术一致性。特异标准评价当前交底书中的技术特征、参数、实施方式和保护主题。
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| 评分标准 | 全部任务的条目总数 | 每个任务的条目数 |
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| --- | ---: | --- |
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| 通用标准 | 900 | 15 |
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| 案例特异标准 | 77 | 0~4 |
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| **合计** | **977** | **15~19** |
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| 96 |
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每条标准包含判定条件、评分档位和正整数权重。档位分为 0、0.5、1,部分标准采用 0、1 两档。评审者根据产物选择对应档位,按权重计算百分制得分:
|
| 97 |
+
|
| 98 |
+
**得分 = 100 × Σ(权重 × 档位分)÷ Σ(权重)**
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