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README.md
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# Leaderboard
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Average Scores:
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bleu: 0.0168
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rouge-1: 0.1536
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rouge-2: 0.0359
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rouge-l: 0.1481
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cosine_similarity: 0.4000
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structural_similarity: 0.2391
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information_retrieval: 0.7450
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code_consistency: 0.0836
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readability: 0.4433
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weighted_score: 0.3313
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| Model | Score | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-l | Cosine-Sim | Structural-Sim | Info-Ret | Code-Consistency | Readability | Logs |
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|:-----:|:-----:|:----:|:-------:|:-------:|:-------:|:----------:|:--------------:|:--------:|:----------------:|:-----------:|:----:|
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| gpt-4o-mini-2024-07-18 | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() |
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| gpt-4o-2024-08-06 | 33.13 | 1.68 | 15.36 | 3.59 | 14.81 | 40.00 | 23.91 | 74.50 | **8.36** | 44.33 | [link](gpt-4o-2024-08-06_results_20240912_155645.log) |
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| gemini-1.5-flash-8b-exp-0827 | 32.12 | 1.36 | 14.66 | 3.31 | 14.14 | 38.31 | 23.00 | 70.00 | 7.43 | **46.47** | [link](gemini-1.5-flash-8b-exp-0827_results_20240912_134026.log) |
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| gemini-1.5-flash-exp-0827 | **33.43** | 1.66 | **16.00** | 3.88 | **15.33** | **41.87** | 23.
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| gemini-1.5-pro-exp-0827 | 32.51 | **2.55** | 15.27 | **4.97** | 14.86 | 41.09 | **23.94** | 72.82 | 6.73 | 43.34 | [link](gemini-1.5-pro-exp-0827_results_20240912_141225.log) |
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| oracle-score | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() |
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# Leaderboard
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| Model | Score | BLEU | ROUGE-1 | ROUGE-2 | ROUGE-l | Cosine-Sim | Structural-Sim | Info-Ret | Code-Consistency | Readability | Logs |
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|:-----:|:-----:|:----:|:-------:|:-------:|:-------:|:----------:|:--------------:|:--------:|:----------------:|:-----------:|:----:|
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| gpt-4o-mini-2024-07-18 | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() |
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| gpt-4o-2024-08-06 | 33.13 | 1.68 | 15.36 | 3.59 | 14.81 | 40.00 | 23.91 | 74.50 | **8.36** | 44.33 | [link](gpt-4o-2024-08-06_results_20240912_155645.log) |
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| gemini-1.5-flash-8b-exp-0827 | 32.12 | 1.36 | 14.66 | 3.31 | 14.14 | 38.31 | 23.00 | 70.00 | 7.43 | **46.47** | [link](gemini-1.5-flash-8b-exp-0827_results_20240912_134026.log) |
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| 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) |
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| gemini-1.5-pro-exp-0827 | 32.51 | **2.55** | 15.27 | **4.97** | 14.86 | 41.09 | **23.94** | 72.82 | 6.73 | 43.34 | [link](gemini-1.5-pro-exp-0827_results_20240912_141225.log) |
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| oracle-score | 32.51 | 2.55 | 15.27 | 4.97 | 14.86 | 41.09 | 23.94 | 72.82 | 6.73 | 43.34 | [link]() |
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