Update README.md
Browse files
README.md
CHANGED
|
@@ -111,17 +111,6 @@ and `readability` worse. At larger contexts models do not have perfect recall an
|
|
| 111 |
|
| 112 |
Our experiments with few-shot prompts confirm this, the maximum overall score is at 1-shot and adding more examples doesn't help after that.
|
| 113 |
|
| 114 |
-
bleu: 0.1543
|
| 115 |
-
rouge-1: 0.2852
|
| 116 |
-
rouge-2: 0.1718
|
| 117 |
-
rouge-l: 0.2807
|
| 118 |
-
cosine_similarity: 0.5625
|
| 119 |
-
structural_similarity: 0.3355
|
| 120 |
-
information_retrieval: 0.6350
|
| 121 |
-
code_consistency: 0.1240
|
| 122 |
-
readability: 0.2415
|
| 123 |
-
weighted_score: 0.3300
|
| 124 |
-
|
| 125 |
| Model | Score | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-l | Cosine-Sim | Structural-Sim | Info-Ret | Code-Consistency | Readability | Logs |
|
| 126 |
|:-----:|:-----:|:----:|:-------:|:-------:|:-------:|:----------:|:--------------:|:--------:|:----------------:|:-----------:|:----:|
|
| 127 |
| 0-shot-gemini-1.5-flash-exp-0827 | 33.43 | 1.66 | 16.00 | 3.88 | 15.33 | 41.87 | 23.59 | **76.50** | 7.86 | **43.34** | [link](gemini-1.5-flash-exp-0827_results_20240912_144919.log) |
|
|
|
|
| 111 |
|
| 112 |
Our experiments with few-shot prompts confirm this, the maximum overall score is at 1-shot and adding more examples doesn't help after that.
|
| 113 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 114 |
| Model | Score | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-l | Cosine-Sim | Structural-Sim | Info-Ret | Code-Consistency | Readability | Logs |
|
| 115 |
|:-----:|:-----:|:----:|:-------:|:-------:|:-------:|:----------:|:--------------:|:--------:|:----------------:|:-----------:|:----:|
|
| 116 |
| 0-shot-gemini-1.5-flash-exp-0827 | 33.43 | 1.66 | 16.00 | 3.88 | 15.33 | 41.87 | 23.59 | **76.50** | 7.86 | **43.34** | [link](gemini-1.5-flash-exp-0827_results_20240912_144919.log) |
|