Evaluation Results for model: gemini-1.5-pro-exp-0827 Timestamp: 20240912_141225 Average Scores: bleu: 0.0255 rouge-1: 0.1527 rouge-2: 0.0497 rouge-l: 0.1486 cosine_similarity: 0.4109 structural_similarity: 0.2394 information_retrieval: 0.7282 code_consistency: 0.0673 readability: 0.4334 weighted_score: 0.3251 Detailed Results: Repository: labelme Scores: BLEU: 0.0402 ROUGE-1: 0.2322 ROUGE-2: 0.0833 ROUGE-L: 0.2210 Cosine Similarity: 0.3322 Structural Similarity: 0.1974 Information Retrieval: 0.8000 Code Consistency: 0.0192 Readability: 0.2532 Weighted Score: 0.2894 Repository: gpt-engineer Scores: BLEU: 0.0531 ROUGE-1: 0.2120 ROUGE-2: 0.0776 ROUGE-L: 0.2068 Cosine Similarity: 0.4676 Structural Similarity: 0.3333 Information Retrieval: 0.8000 Code Consistency: 0.0788 Readability: 0.5175 Weighted Score: 0.3813 Repository: ChatGLM-6B Scores: BLEU: 0.0000 ROUGE-1: 0.0553 ROUGE-2: 0.0147 ROUGE-L: 0.0553 Cosine Similarity: 0.1974 Structural Similarity: 0.1786 Information Retrieval: 0.8000 Code Consistency: 0.0515 Readability: 0.4501 Weighted Score: 0.3021 Repository: SMSBoom Scores: BLEU: 0.0122 ROUGE-1: 0.1238 ROUGE-2: 0.0302 ROUGE-L: 0.1238 Cosine Similarity: 0.2549 Structural Similarity: 0.2250 Information Retrieval: 0.8000 Code Consistency: 0.1667 Readability: 0.5469 Weighted Score: 0.3612 Repository: mackup Scores: BLEU: 0.0000 ROUGE-1: 0.0736 ROUGE-2: 0.0198 ROUGE-L: 0.0736 Cosine Similarity: 0.0800 Structural Similarity: 0.1538 Information Retrieval: 0.6000 Code Consistency: 0.1852 Readability: 0.4380 Weighted Score: 0.2736 Repository: TaskMatrix Scores: BLEU: 0.0103 ROUGE-1: 0.1890 ROUGE-2: 0.0448 ROUGE-L: 0.1836 Cosine Similarity: 0.5116 Structural Similarity: 0.1250 Information Retrieval: 0.8000 Code Consistency: 0.0519 Readability: 0.3534 Weighted Score: 0.3197 Repository: Deep-Live-Cam Scores: BLEU: 0.0393 ROUGE-1: 0.2589 ROUGE-2: 0.1162 ROUGE-L: 0.2470 Cosine Similarity: 0.5811 Structural Similarity: 0.1379 Information Retrieval: 0.6000 Code Consistency: 0.0108 Readability: 0.3892 Weighted Score: 0.2966 Repository: python-fire Scores: BLEU: 0.0366 ROUGE-1: 0.3501 ROUGE-2: 0.1350 ROUGE-L: 0.3453 Cosine Similarity: 0.6680 Structural Similarity: 0.5625 Information Retrieval: 1.0000 Code Consistency: 0.0218 Readability: 0.7060 Weighted Score: 0.5000 Repository: devika Scores: BLEU: 0.0098 ROUGE-1: 0.2585 ROUGE-2: 0.1066 ROUGE-L: 0.2449 Cosine Similarity: 0.6459 Structural Similarity: 0.2647 Information Retrieval: 0.8000 Code Consistency: 0.0481 Readability: 0.3544 Weighted Score: 0.3529 Repository: gpt-pilot Scores: BLEU: 0.0024 ROUGE-1: 0.1593 ROUGE-2: 0.0259 ROUGE-L: 0.1554 Cosine Similarity: 0.4810 Structural Similarity: 0.1875 Information Retrieval: 0.6000 Code Consistency: 0.0600 Readability: 0.4075 Weighted Score: 0.2920 Repository: Depix Scores: BLEU: 0.0316 ROUGE-1: 0.2478 ROUGE-2: 0.0579 ROUGE-L: 0.2443 Cosine Similarity: 0.6090 Structural Similarity: 0.5455 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4390 Weighted Score: 0.3448 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.0787 ROUGE-1: 0.2448 ROUGE-2: 0.0618 ROUGE-L: 0.2414 Cosine Similarity: 0.4106 Structural Similarity: 0.3750 Information Retrieval: 0.6000 Code Consistency: 0.0414 Readability: 0.4441 Weighted Score: 0.3218 Repository: httpx Scores: BLEU: 0.0071 ROUGE-1: 0.1834 ROUGE-2: 0.0223 ROUGE-L: 0.1791 Cosine Similarity: 0.3570 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0367 Readability: 0.4891 Weighted Score: 0.3244 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0002 ROUGE-1: 0.0579 ROUGE-2: 0.0082 ROUGE-L: 0.0579 Cosine Similarity: 0.1466 Structural Similarity: 0.2692 Information Retrieval: 1.0000 Code Consistency: 0.0340 Readability: 0.4288 Weighted Score: 0.3383 Repository: gpt-researcher Scores: BLEU: 0.0010 ROUGE-1: 0.1813 ROUGE-2: 0.0637 ROUGE-L: 0.1758 Cosine Similarity: 0.5569 Structural Similarity: 0.2143 Information Retrieval: 0.8000 Code Consistency: 0.0502 Readability: 0.4339 Weighted Score: 0.3481 Repository: mkdocs Scores: BLEU: 0.1111 ROUGE-1: 0.2553 ROUGE-2: 0.1221 ROUGE-L: 0.2553 Cosine Similarity: 0.5200 Structural Similarity: 0.7143 Information Retrieval: 0.8000 Code Consistency: 0.0301 Readability: 0.4116 Weighted Score: 0.4040 Repository: face_recognition Scores: BLEU: 0.0003 ROUGE-1: 0.2063 ROUGE-2: 0.0941 ROUGE-L: 0.1925 Cosine Similarity: 0.5608 Structural Similarity: 0.1860 Information Retrieval: 0.6000 Code Consistency: 0.1364 Readability: 0.4698 Weighted Score: 0.3324 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0540 ROUGE-2: 0.0098 ROUGE-L: 0.0525 Cosine Similarity: 0.4289 Structural Similarity: 0.0260 Information Retrieval: 0.8000 Code Consistency: 0.0806 Readability: 0.4248 Weighted Score: 0.3105 Repository: GPT_API_free Scores: BLEU: 0.0078 ROUGE-1: 0.0685 ROUGE-2: 0.0034 ROUGE-L: 0.0685 Cosine Similarity: 0.1779 Structural Similarity: 0.1750 Information Retrieval: 1.0000 Code Consistency: 1.0000 Readability: 0.5347 Weighted Score: 0.5477 Repository: 30-Days-Of-Python Scores: BLEU: 0.0000 ROUGE-1: 0.0973 ROUGE-2: 0.0159 ROUGE-L: 0.0941 Cosine Similarity: 0.5063 Structural Similarity: 0.1000 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4532 Weighted Score: 0.3182 Repository: ChatPaper Scores: BLEU: 0.0000 ROUGE-1: 0.0891 ROUGE-2: 0.0284 ROUGE-L: 0.0891 Cosine Similarity: 0.2209 Structural Similarity: 0.1000 Information Retrieval: 0.8000 Code Consistency: 0.0592 Readability: 0.2789 Weighted Score: 0.2666 Repository: twint Scores: BLEU: 0.0001 ROUGE-1: 0.1170 ROUGE-2: 0.0106 ROUGE-L: 0.1111 Cosine Similarity: 0.3127 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 0.0517 Readability: 0.6336 Weighted Score: 0.3538 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0178 ROUGE-2: 0.0026 ROUGE-L: 0.0169 Cosine Similarity: 0.4101 Structural Similarity: 0.0263 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4491 Weighted Score: 0.2547 Repository: EIPs Scores: BLEU: 0.0024 ROUGE-1: 0.1435 ROUGE-2: 0.0173 ROUGE-L: 0.1435 Cosine Similarity: 0.1977 Structural Similarity: 0.4286 Information Retrieval: 0.6000 Code Consistency: 0.0059 Readability: 0.3645 Weighted Score: 0.2671 Repository: grok-1 Scores: BLEU: 0.0895 ROUGE-1: 0.2784 ROUGE-2: 0.0724 ROUGE-L: 0.2614 Cosine Similarity: 0.6165 Structural Similarity: 0.2857 Information Retrieval: 0.8000 Code Consistency: 0.0482 Readability: 0.4197 Weighted Score: 0.3732 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.0775 ROUGE-2: 0.0131 ROUGE-L: 0.0713 Cosine Similarity: 0.3943 Structural Similarity: 0.0301 Information Retrieval: 0.8000 Code Consistency: 0.0137 Readability: 0.2363 Weighted Score: 0.2579 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0197 ROUGE-2: 0.0038 ROUGE-L: 0.0197 Cosine Similarity: 0.2023 Structural Similarity: 0.0714 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4789 Weighted Score: 0.2846 Repository: hackingtool Scores: BLEU: 0.0000 ROUGE-1: 0.0920 ROUGE-2: 0.0190 ROUGE-L: 0.0867 Cosine Similarity: 0.2541 Structural Similarity: 0.0700 Information Retrieval: 0.6000 Code Consistency: 0.0160 Readability: 0.2667 Weighted Score: 0.2156 Repository: cascadia-code Scores: BLEU: 0.0110 ROUGE-1: 0.1651 ROUGE-2: 0.0214 ROUGE-L: 0.1576 Cosine Similarity: 0.4769 Structural Similarity: 0.3182 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.5398 Weighted Score: 0.3201 Repository: python-cheatsheet Scores: BLEU: 0.0000 ROUGE-1: 0.0185 ROUGE-2: 0.0021 ROUGE-L: 0.0178 Cosine Similarity: 0.3837 Structural Similarity: 0.0166 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.5818 Weighted Score: 0.3177 Repository: rembg Scores: BLEU: 0.0000 ROUGE-1: 0.0614 ROUGE-2: 0.0205 ROUGE-L: 0.0585 Cosine Similarity: 0.2831 Structural Similarity: 0.2000 Information Retrieval: 0.6000 Code Consistency: 0.0087 Readability: 0.2089 Weighted Score: 0.2165 Repository: devops-exercises Scores: BLEU: 0.0000 ROUGE-1: 0.0334 ROUGE-2: 0.0059 ROUGE-L: 0.0323 Cosine Similarity: 0.3660 Structural Similarity: 0.0519 Information Retrieval: 0.6000 Code Consistency: 0.0417 Readability: 0.5002 Weighted Score: 0.2726 Repository: AutoEq Scores: BLEU: 0.0008 ROUGE-1: 0.1523 ROUGE-2: 0.0268 ROUGE-L: 0.1490 Cosine Similarity: 0.3852 Structural Similarity: 0.3214 Information Retrieval: 0.6000 Code Consistency: 0.0212 Readability: 0.1923 Weighted Score: 0.2444 Repository: MiniGPT-4 Scores: BLEU: 0.0013 ROUGE-1: 0.1623 ROUGE-2: 0.0355 ROUGE-L: 0.1623 Cosine Similarity: 0.5084 Structural Similarity: 0.3077 Information Retrieval: 0.6000 Code Consistency: 0.0199 Readability: 0.5276 Weighted Score: 0.3233 Repository: python-spider Scores: BLEU: 0.0011 ROUGE-1: 0.0534 ROUGE-2: 0.0065 ROUGE-L: 0.0534 Cosine Similarity: 0.0528 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0197 Readability: 0.5287 Weighted Score: 0.2889 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.1091 ROUGE-2: 0.0372 ROUGE-L: 0.1064 Cosine Similarity: 0.7106 Structural Similarity: 0.0625 Information Retrieval: 0.8000 Code Consistency: 0.0446 Readability: 0.4400 Weighted Score: 0.3427 Repository: flux Scores: BLEU: 0.0368 ROUGE-1: 0.2656 ROUGE-2: 0.0802 ROUGE-L: 0.2525 Cosine Similarity: 0.5867 Structural Similarity: 0.3750 Information Retrieval: 0.8000 Code Consistency: 0.0909 Readability: 0.4952 Weighted Score: 0.3971 Repository: pyright Scores: BLEU: 0.4108 ROUGE-1: 0.5405 ROUGE-2: 0.4121 ROUGE-L: 0.5405 Cosine Similarity: 0.6189 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4309 Weighted Score: 0.4090 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0497 ROUGE-2: 0.0090 ROUGE-L: 0.0478 Cosine Similarity: 0.5507 Structural Similarity: 0.0260 Information Retrieval: 0.8000 Code Consistency: 0.0806 Readability: 0.3852 Weighted Score: 0.3144