Liqs commited on
Commit
164fc80
·
verified ·
1 Parent(s): 9e6b2a1

Final validation of dataset

Browse files
Files changed (1) hide show
  1. README.md +12 -26
README.md CHANGED
@@ -14,7 +14,7 @@ This dataset thus contains 20 samples per sample type and programming language.
14
  All data in this dataset are collected from 100 unique, open-source GitHub repositories with permissive licenses
15
  that have >= 1000 stars, >= 5 branches, >= 10 contributors and are not a fork or archived. We collected the initial list of repositories using [SEART.](https://seart-ghs.si.usi.ch/)
16
 
17
- Evaluation is to be performed by exact-match (EM) of diffs for the merge conflict setting and by LLM-as-a-Judge for the file-commit gram setting. [For further details see our paper.]()
18
 
19
  # Supported Tasks
20
  GitGoodBench Lite contains two types of samples: 'merge' and 'file_commit_chain'.
@@ -76,7 +76,6 @@ The following table provides per-field details. Columns marked “Yes” under *
76
  | **scenario** | string | A JSON string describing specific scenario data (e.g., merge-conflict details, parent commits). | No |
77
  | **sample_type** | string | The type of sample. Possible values: "merge" or "file_commit_chain." | No |
78
  | **project_size** | string | Estimated size based on lines of code. Possible values: "tiny," "small," "medium," "large," or "huge." | Yes |
79
- | **project_activity** | string | How recently the project was active. Possible values: "day," "week," or "month." | Yes |
80
  | **difficulty** | string | The complexity level of the scenario. Possible values: "easy," "medium," or "hard." | Yes |
81
 
82
  **Note**:
@@ -84,43 +83,37 @@ The following table provides per-field details. Columns marked “Yes” under *
84
  - Fields marked **No** represent the primary data for the scenario. Use them to inform or categorize the scenario type and project details.
85
 
86
  # Dataset statistics
87
- We provide some statistics on the distribution of “difficulty” within the overall dataset and across different scenario types.
88
 
89
  ## Dataset Skew
90
 
91
- We note that our dataset is skewed towards the top three repositories especially, however skew flattens quickly.
92
 
93
  ### Distribution Statistics
94
- - Total number of repositories (count): 105
95
- - Average (mean) samples per repository: 1.14
96
- - Standard deviation (std): 0.67
97
  - Minimum (min): 1
98
  - 25th percentile (25%): 1
99
  - Median (50%): 1
100
  - 75th percentile (75%): 1
101
- - Maximum (max): 7
102
 
103
  ### Top-10 Repositories by Sample Count
104
 
105
  | Repository | Percentage of Total Samples |
106
  |------------------------------------------|----------------------------:|
107
- | oss-review-toolkit/ort | 5.83% |
108
  | stripe/stripe-android | 2.50% |
109
  | element-hq/element-android | 2.50% |
110
- | tlaplus/tlaplus | 1.67% |
111
  | apache/hive | 1.67% |
 
112
  | wikimedia/apps-android-wikipedia | 1.67% |
113
- | chrisbanes/tivi | 1.67% |
114
  | liquibase/liquibase | 1.67% |
115
- | spring-projects/spring-data-mongodb | 0.83% |
116
- | mpv-android/mpv-android | 0.83% |
117
 
118
- ## Overall Difficulty Distribution
119
- | Difficulty | Fraction |
120
- |------------|----------|
121
- | easy | 0.375000 |
122
- | medium | 0.333333 |
123
- | hard | 0.291667 |
124
 
125
  ## Difficulty Distribution for "merge" Scenarios
126
  | Difficulty | Fraction |
@@ -129,12 +122,5 @@ We note that our dataset is skewed towards the top three repositories especially
129
  | hard | 0.266667 |
130
  | medium | 0.216667 |
131
 
132
- ## Difficulty Distribution for "file_commit_chain" Scenarios
133
- | Difficulty | Fraction |
134
- |------------|----------|
135
- | medium | 0.450000 |
136
- | hard | 0.316667 |
137
- | easy | 0.233333 |
138
-
139
 
140
  **Languages** We note that the text data in this dataset consists mostly of: commit messages, comments and is primarily in English. We do however not filter for any human languages explcitly.
 
14
  All data in this dataset are collected from 100 unique, open-source GitHub repositories with permissive licenses
15
  that have >= 1000 stars, >= 5 branches, >= 10 contributors and are not a fork or archived. We collected the initial list of repositories using [SEART.](https://seart-ghs.si.usi.ch/)
16
 
17
+ Evaluation is to be performed by exact-match (EM) of diffs for the merge conflict setting and by LLM-as-a-Judge for the file-commit chain setting. [For further details see our paper.]()
18
 
19
  # Supported Tasks
20
  GitGoodBench Lite contains two types of samples: 'merge' and 'file_commit_chain'.
 
76
  | **scenario** | string | A JSON string describing specific scenario data (e.g., merge-conflict details, parent commits). | No |
77
  | **sample_type** | string | The type of sample. Possible values: "merge" or "file_commit_chain." | No |
78
  | **project_size** | string | Estimated size based on lines of code. Possible values: "tiny," "small," "medium," "large," or "huge." | Yes |
 
79
  | **difficulty** | string | The complexity level of the scenario. Possible values: "easy," "medium," or "hard." | Yes |
80
 
81
  **Note**:
 
83
  - Fields marked **No** represent the primary data for the scenario. Use them to inform or categorize the scenario type and project details.
84
 
85
  # Dataset statistics
86
+ We provide some statistics on the diversity of our dataset with respect to repositories and merge conflict resolution samples.
87
 
88
  ## Dataset Skew
89
 
90
+ We note that our dataset is skewed towards the top three repositories especially, however the skew flattens quickly.
91
 
92
  ### Distribution Statistics
93
+ - Total number of repositories (count): 100
94
+ - Average (mean) samples per repository: 1.2
95
+ - Standard deviation (std): 0.79
96
  - Minimum (min): 1
97
  - 25th percentile (25%): 1
98
  - Median (50%): 1
99
  - 75th percentile (75%): 1
100
+ - Maximum (max): 8
101
 
102
  ### Top-10 Repositories by Sample Count
103
 
104
  | Repository | Percentage of Total Samples |
105
  |------------------------------------------|----------------------------:|
106
+ | oss-review-toolkit/ort | 6.67% |
107
  | stripe/stripe-android | 2.50% |
108
  | element-hq/element-android | 2.50% |
 
109
  | apache/hive | 1.67% |
110
+ | coil-kt/coil | 1.67% |
111
  | wikimedia/apps-android-wikipedia | 1.67% |
112
+ | facebookresearch/habitat-lab | 1.67% |
113
  | liquibase/liquibase | 1.67% |
114
+ | google/guava | 1.67% |
115
+ | kotlin/kotlinx.coroutines | 1.67% |
116
 
 
 
 
 
 
 
117
 
118
  ## Difficulty Distribution for "merge" Scenarios
119
  | Difficulty | Fraction |
 
122
  | hard | 0.266667 |
123
  | medium | 0.216667 |
124
 
 
 
 
 
 
 
 
125
 
126
  **Languages** We note that the text data in this dataset consists mostly of: commit messages, comments and is primarily in English. We do however not filter for any human languages explcitly.