Commit
·
2ea066e
1
Parent(s):
808ffb8
docs: Add Benchamark table
Browse files
README.md
CHANGED
|
@@ -23,6 +23,85 @@ You can also test mask filling performance using `[MASK]` token like this.
|
|
| 23 |
[BOS] [MASK] 먹었어? [EOS]
|
| 24 |
```
|
| 25 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
## Used Datasets
|
| 27 |
|
| 28 |
### [모두의 말뭉치](https://corpus.korean.go.kr/)
|
|
|
|
| 23 |
[BOS] [MASK] 먹었어? [EOS]
|
| 24 |
```
|
| 25 |
|
| 26 |
+
## Benchmark
|
| 27 |
+
|
| 28 |
+
<table>
|
| 29 |
+
<tr>
|
| 30 |
+
<th>Dataset</th>
|
| 31 |
+
|
| 32 |
+
<td>KLUE NLI dev</th>
|
| 33 |
+
<td>NSMC test</td>
|
| 34 |
+
<td>QuestionPair test</td>
|
| 35 |
+
<td colspan="2">KLUE TC dev</td>
|
| 36 |
+
<td colspan="3">KLUE STS dev</td>
|
| 37 |
+
<td colspan="3">KorSTS dev</td>
|
| 38 |
+
<td colspan="2">HateSpeech dev</td>
|
| 39 |
+
</tr>
|
| 40 |
+
<tr>
|
| 41 |
+
<th>Metric</th>
|
| 42 |
+
|
| 43 |
+
<!-- KLUE NLI -->
|
| 44 |
+
<td>Acc</th>
|
| 45 |
+
|
| 46 |
+
<!-- NSMC -->
|
| 47 |
+
<td>Acc</td>
|
| 48 |
+
|
| 49 |
+
<!-- QuestionPair -->
|
| 50 |
+
<td>Acc</td>
|
| 51 |
+
|
| 52 |
+
<!-- KLUE TC -->
|
| 53 |
+
<td>Acc</td>
|
| 54 |
+
<td>F1</td>
|
| 55 |
+
|
| 56 |
+
<!-- KLUE STS -->
|
| 57 |
+
<td>F1</td>
|
| 58 |
+
<td>Pearson</td>
|
| 59 |
+
<td>Spearman</td>
|
| 60 |
+
|
| 61 |
+
<!-- KorSTS -->
|
| 62 |
+
<td>F1</td>
|
| 63 |
+
<td>Pearson</td>
|
| 64 |
+
<td>Spearman</td>
|
| 65 |
+
|
| 66 |
+
<!-- HateSpeech -->
|
| 67 |
+
<td>Bias Acc</td>
|
| 68 |
+
<td>Hate Acc</td>
|
| 69 |
+
</tr>
|
| 70 |
+
|
| 71 |
+
<tr>
|
| 72 |
+
<th>Score</th>
|
| 73 |
+
|
| 74 |
+
<!-- KLUE NLI -->
|
| 75 |
+
<td>0.5253</th>
|
| 76 |
+
|
| 77 |
+
<!-- NSMC -->
|
| 78 |
+
<td>0.8425</td>
|
| 79 |
+
|
| 80 |
+
<!-- QuestionPair -->
|
| 81 |
+
<td>0.8945</td>
|
| 82 |
+
|
| 83 |
+
<!-- KLUE TC -->
|
| 84 |
+
<td>0.8047</td>
|
| 85 |
+
<td>0.7988</td>
|
| 86 |
+
|
| 87 |
+
<!-- KLUE STS -->
|
| 88 |
+
<td>0.7411</td>
|
| 89 |
+
<td>0.7471</td>
|
| 90 |
+
<td>0.7399</td>
|
| 91 |
+
|
| 92 |
+
<!-- KorSTS -->
|
| 93 |
+
<td>0.7725</td>
|
| 94 |
+
<td>0.6503</td>
|
| 95 |
+
<td>0.6191</td>
|
| 96 |
+
|
| 97 |
+
<!-- HateSpeech -->
|
| 98 |
+
<td>0.7537</td>
|
| 99 |
+
<td>0.5605</td>
|
| 100 |
+
</tr>
|
| 101 |
+
</table>
|
| 102 |
+
|
| 103 |
+
- The performance was measured using [the notebooks here](https://github.com/cosmoquester/transformers-bart-finetune) with colab.
|
| 104 |
+
|
| 105 |
## Used Datasets
|
| 106 |
|
| 107 |
### [모두의 말뭉치](https://corpus.korean.go.kr/)
|