FudanSELab commited on
Commit
8b4b1a1
1 Parent(s): fa850b2

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +111 -0
README.md CHANGED
@@ -1,3 +1,114 @@
1
  ---
2
  license: mit
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: mit
3
+ language:
4
+ - en
5
+ size_categories:
6
+ - n<1K
7
+ tags:
8
+ - code-generation
9
+ task_categories:
10
+ - text2text-generation
11
+ pretty_name: FudanSELab ClassEval
12
  ---
13
+
14
+ # Dataset Card for FudanSELab ClassEval
15
+
16
+ ## Dataset Description
17
+
18
+ - **Homepage:**
19
+ - **Repository:** [GitHub Repository](https://github.com/FudanSELab/ClassEval)
20
+ - **Paper:** [ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation](https://arxiv.org/abs/2308.01861)
21
+ - **Leaderboard:**
22
+ - **Point of Contact:**
23
+
24
+ ### Dataset Summary
25
+
26
+ We manually build ClassEval of 100 class-level Python coding tasks, consists of 100 classes and 412 methods, and average 33.1 test cases per class.
27
+
28
+ For 100 class-level tasks, diversity is maintained by encompassing these tasks over a wide spectrum of topics, including Management Systems, Data Formatting, Mathematical Operations, Game Development, File Handing, Database Operations and Natural Language Processing.
29
+
30
+ For 412 methods, they have been constructed with diverse dependencies, including (i) Library Dependency, where the methods rely on specific external libraries; (ii) Field Dependency, in which the methods are contingent on class instance variables, or fields; (iii) Method Dependency, where the methods are dependent on other methods within the same class; and (iv) Standalone, wherein the methods operate independently without reliance on fields, other methods, or external libraries.
31
+
32
+ ### Supported Tasks and Leaderboards
33
+
34
+ [More Information Needed]
35
+
36
+ ### Languages
37
+
38
+ [More Information Needed]
39
+
40
+ ## Dataset Structure
41
+
42
+ ### Data Instances
43
+
44
+ [More Information Needed]
45
+
46
+ ### Data Fields
47
+
48
+ [More Information Needed]
49
+
50
+ ### Data Splits
51
+
52
+ [More Information Needed]
53
+
54
+ ## Dataset Creation
55
+
56
+ ### Curation Rationale
57
+
58
+ [More Information Needed]
59
+
60
+ ### Source Data
61
+
62
+ #### Initial Data Collection and Normalization
63
+
64
+ [More Information Needed]
65
+
66
+ #### Who are the source language producers?
67
+
68
+ [More Information Needed]
69
+
70
+ ### Annotations
71
+
72
+ #### Annotation process
73
+
74
+ [More Information Needed]
75
+
76
+ #### Who are the annotators?
77
+
78
+ [More Information Needed]
79
+
80
+ ### Personal and Sensitive Information
81
+
82
+ [More Information Needed]
83
+
84
+ ## Considerations for Using the Data
85
+
86
+ ### Social Impact of Dataset
87
+
88
+ [More Information Needed]
89
+
90
+ ### Discussion of Biases
91
+
92
+ [More Information Needed]
93
+
94
+ ### Other Known Limitations
95
+
96
+ [More Information Needed]
97
+
98
+ ## Additional Information
99
+
100
+ ### Dataset Curators
101
+
102
+ [More Information Needed]
103
+
104
+ ### Licensing Information
105
+
106
+ [More Information Needed]
107
+
108
+ ### Citation Information
109
+
110
+ [More Information Needed]
111
+
112
+ ### Contributions
113
+
114
+ [More Information Needed]