Jingcz commited on
Commit
e86e79a
·
verified ·
1 Parent(s): 0a60d5c

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +79 -0
README.md ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ annotations_creators:
3
+ - expert-generated
4
+ - machine-generated
5
+ language:
6
+ - en
7
+ license:
8
+ - other
9
+ multilinguality:
10
+ - monolingual
11
+ size_categories:
12
+ - 1K<n<10K
13
+ task_categories:
14
+ - image-to-text
15
+ - visual-question-answering
16
+ task_ids:
17
+ - visual-question-answering
18
+ ---
19
+
20
+ # RobustRDP-RawValData
21
+
22
+ Raw validation/evaluation data for the paper: *RobustRDP: Advancing Reaction Diagram Parsing via Synthetic-to-Real Data Scaling and Robustness-Oriented Training*.
23
+
24
+ ## Dataset Structure
25
+
26
+ ```
27
+ raw_val_data/
28
+ ├── RobustRDP_test.zip # RobustRDP evaluation set (images + labels)
29
+ │ ├── images_eval/ # 500 evaluation images
30
+ │ └── labels_eval/ # 500 label JSON files
31
+ └── RxnScribe_test.zip # RxnScribe evaluation set (images only)
32
+ └── images_eval/ # 1,379 evaluation images
33
+ ```
34
+
35
+ ## Data Details
36
+
37
+ | Split | Images | Labels | Description |
38
+ |-------|--------|--------|-------------|
39
+ | **RobustRDP_test** | 500 | 500 | Evaluation set annotated via RxnLabel platform |
40
+ | **RxnScribe_test** | 1,379 | - | Evaluation set from the RxnScribe dataset (images only) |
41
+
42
+ ## Data Format
43
+
44
+ ### RobustRDP_test
45
+ Contains both images and labels in conversational format:
46
+
47
+ ```json
48
+ {
49
+ "messages": [
50
+ {"content": "<image>\n...", "role": "user"},
51
+ {"content": "<rxn><rct>...<mol><cnd>...<txt><prd>...<mol>", "role": "assistant"}
52
+ ],
53
+ "images": ["path/to/image.png"]
54
+ }
55
+ ```
56
+
57
+ ### RxnScribe_test
58
+ Contains evaluation images from chemistry literature publications.
59
+
60
+ Annotations use special tokens:
61
+ - `<rxn>`: Start of a reaction
62
+ - `<rct>`: Reactants section
63
+ - `<cnd>`: Conditions section
64
+ - `<prd>`: Products section
65
+ - `<mol>`: Molecule entity
66
+ - `<txt>`: Text entity
67
+
68
+ ## Data Generation
69
+
70
+ - **RobustRDP_test**: Manually annotated using [RxnLabel](https://github.com/jaydetang/RxnLabel), a web-based reaction diagram annotation platform.
71
+ - **RxnScribe_test**: Sourced from the [RxnScribe](https://github.com/thomas0809/RxnScribe) dataset of reaction diagrams from chemistry publications.
72
+
73
+ ## Related Resources
74
+
75
+ - **Model**: [RobustRDP](https://huggingface.co/Jingcz/RobustRDP)
76
+ - **Training Data**: [RobustRDP-RawTrainData](https://huggingface.co/datasets/Jingcz/RobustRDP-RawTrainData)
77
+ - **Processed Data**: [RobustRDP-ProcessedValData](https://huggingface.co/datasets/Jingcz/RobustRDP-ProcessedValData)
78
+ - **Code**: [RobustRDP GitHub](https://github.com/jaydetang/RobustRDP)
79
+ - **Annotation Platform**: [RxnLabel](https://github.com/jaydetang/RxnLabel)