Update README.md
Browse files
README.md
CHANGED
|
@@ -14,7 +14,7 @@ This dataset thus contains 150 samples per sample type and programming language.
|
|
| 14 |
All data in this dataset are collected from 479 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
|
| 18 |
|
| 19 |
# Supported Tasks
|
| 20 |
GitGoodBench Lite contains two types of samples: 'merge' and 'file_commit_chain'.
|
|
@@ -75,7 +75,6 @@ The following table provides per-field details. Columns marked “Yes” under *
|
|
| 75 |
| **scenario** | string | A JSON string describing specific scenario data (e.g., merge-conflict details, parent commits). | No |
|
| 76 |
| **sample_type** | string | The type of sample. Possible values: "merge" or "file_commit_chain." | No |
|
| 77 |
| **project_size** | string | Estimated size based on lines of code. Possible values: "tiny," "small," "medium," "large," or "huge." | Yes |
|
| 78 |
-
| **project_activity** | string | How recently the project was active. Possible values: "day," "week," or "month." | Yes |
|
| 79 |
| **difficulty** | string | The complexity level of the scenario. Possible values: "easy," "medium," or "hard." | Yes |
|
| 80 |
|
| 81 |
**Note**:
|
|
@@ -83,16 +82,16 @@ The following table provides per-field details. Columns marked “Yes” under *
|
|
| 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
|
| 87 |
|
| 88 |
## Dataset Skew
|
| 89 |
|
| 90 |
We note that our dataset is skewed towards the top four repositories especially, however skew flattens quickly.
|
| 91 |
|
| 92 |
### Distribution Statistics
|
| 93 |
-
- Total number of repositories (count):
|
| 94 |
-
- Average (mean) samples per repository: 1.
|
| 95 |
-
- Standard deviation (std): 2.
|
| 96 |
- Minimum (min): 1
|
| 97 |
- 25th percentile (25%): 1
|
| 98 |
- Median (50%): 1
|
|
@@ -101,43 +100,27 @@ We note that our dataset is skewed towards the top four repositories especially,
|
|
| 101 |
|
| 102 |
### Top-10 Repositories by Sample Count
|
| 103 |
|
| 104 |
-
| Repository
|
| 105 |
-
|
| 106 |
-
| oss-review-toolkit/ort
|
| 107 |
-
| stripe/stripe-android
|
| 108 |
-
| element-hq/element-android
|
| 109 |
-
| jetbrains/compose-multiplatform
|
| 110 |
-
|
|
| 111 |
-
|
|
| 112 |
-
| android
|
| 113 |
-
|
|
| 114 |
-
| coil-kt/coil
|
| 115 |
-
|
|
| 116 |
|
| 117 |
|
| 118 |
-
## Overall Difficulty Distribution
|
| 119 |
-
|
| 120 |
-
| Difficulty | Proportion |
|
| 121 |
-
|------------|-----------:|
|
| 122 |
-
| easy | 0.386667 |
|
| 123 |
-
| hard | 0.347778 |
|
| 124 |
-
| medium | 0.265556 |
|
| 125 |
-
|
| 126 |
## Difficulty Distribution for "merge" Scenarios
|
| 127 |
|
| 128 |
-
| Difficulty |
|
| 129 |
-
|------------|-----------:|
|
| 130 |
-
| easy | 0.415556 |
|
| 131 |
-
| hard | 0.346667 |
|
| 132 |
-
| medium | 0.237778 |
|
| 133 |
-
|
| 134 |
-
## Difficulty Distribution for "file_commit_chain" Scenarios
|
| 135 |
-
|
| 136 |
-
| Difficulty | Proportion |
|
| 137 |
|------------|-----------:|
|
| 138 |
-
| easy |
|
| 139 |
-
|
|
| 140 |
-
|
|
| 141 |
|
| 142 |
|
| 143 |
**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 479 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'.
|
|
|
|
| 75 |
| **scenario** | string | A JSON string describing specific scenario data (e.g., merge-conflict details, parent commits). | No |
|
| 76 |
| **sample_type** | string | The type of sample. Possible values: "merge" or "file_commit_chain." | No |
|
| 77 |
| **project_size** | string | Estimated size based on lines of code. Possible values: "tiny," "small," "medium," "large," or "huge." | Yes |
|
|
|
|
| 78 |
| **difficulty** | string | The complexity level of the scenario. Possible values: "easy," "medium," or "hard." | Yes |
|
| 79 |
|
| 80 |
**Note**:
|
|
|
|
| 82 |
- Fields marked **No** represent the primary data for the scenario. Use them to inform or categorize the scenario type and project details.
|
| 83 |
|
| 84 |
# Dataset statistics
|
| 85 |
+
We provide some statistics on the diversity of our dataset with respect to repositories and merge conflict resolution samples.
|
| 86 |
|
| 87 |
## Dataset Skew
|
| 88 |
|
| 89 |
We note that our dataset is skewed towards the top four repositories especially, however skew flattens quickly.
|
| 90 |
|
| 91 |
### Distribution Statistics
|
| 92 |
+
- Total number of repositories (count): 479
|
| 93 |
+
- Average (mean) samples per repository: 1.87
|
| 94 |
+
- Standard deviation (std): 2.8
|
| 95 |
- Minimum (min): 1
|
| 96 |
- 25th percentile (25%): 1
|
| 97 |
- Median (50%): 1
|
|
|
|
| 100 |
|
| 101 |
### Top-10 Repositories by Sample Count
|
| 102 |
|
| 103 |
+
| Repository | Percentage of Total Samples |
|
| 104 |
+
|------------------------------------------|----------------------------:|
|
| 105 |
+
| oss-review-toolkit/ort | 5.11% |
|
| 106 |
+
| stripe/stripe-android | 3.22% |
|
| 107 |
+
| element-hq/element-android | 2.44% |
|
| 108 |
+
| jetbrains/compose-multiplatform | 1.22% |
|
| 109 |
+
| kotlin/dokka | 1.00% |
|
| 110 |
+
| jetbrains/ideavim | 0.89% |
|
| 111 |
+
| wikimedia/apps-android-wikipedia | 0.78% |
|
| 112 |
+
| android/nowinandroid | 0.78% |
|
| 113 |
+
| coil-kt/coil | 0.78% |
|
| 114 |
+
| jetbrains/exposed | 0.78% |
|
| 115 |
|
| 116 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 117 |
## Difficulty Distribution for "merge" Scenarios
|
| 118 |
|
| 119 |
+
| Difficulty | Percentage |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 120 |
|------------|-----------:|
|
| 121 |
+
| easy | 41.33 |
|
| 122 |
+
| medium | 24.44 |
|
| 123 |
+
| hard | 34.22 |
|
| 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.
|