Evaluation Results for model: gemini-1.5-flash-exp-0827 Timestamp: 20240912_144919 Average Scores: bleu: 0.0166 rouge-1: 0.1600 rouge-2: 0.0388 rouge-l: 0.1533 cosine_similarity: 0.4187 structural_similarity: 0.2359 information_retrieval: 0.7650 code_consistency: 0.0786 readability: 0.4334 weighted_score: 0.3343 Detailed Results: Repository: labelme Scores: BLEU: 0.0045 ROUGE-1: 0.2016 ROUGE-2: 0.0558 ROUGE-L: 0.2016 Cosine Similarity: 0.3689 Structural Similarity: 0.1447 Information Retrieval: 0.6000 Code Consistency: 0.0192 Readability: 0.5195 Weighted Score: 0.2949 Repository: gpt-engineer Scores: BLEU: 0.0241 ROUGE-1: 0.1868 ROUGE-2: 0.0356 ROUGE-L: 0.1758 Cosine Similarity: 0.5532 Structural Similarity: 0.3810 Information Retrieval: 0.8000 Code Consistency: 0.0739 Readability: 0.3503 Weighted Score: 0.3540 Repository: ChatGLM-6B Scores: BLEU: 0.0000 ROUGE-1: 0.0630 ROUGE-2: 0.0078 ROUGE-L: 0.0612 Cosine Similarity: 0.2566 Structural Similarity: 0.1250 Information Retrieval: 0.6000 Code Consistency: 0.0619 Readability: 0.5276 Weighted Score: 0.2805 Repository: SMSBoom Scores: BLEU: 0.0304 ROUGE-1: 0.1576 ROUGE-2: 0.0527 ROUGE-L: 0.1576 Cosine Similarity: 0.2239 Structural Similarity: 0.2500 Information Retrieval: 0.8000 Code Consistency: 0.1667 Readability: 0.6264 Weighted Score: 0.3813 Repository: mackup Scores: BLEU: 0.0000 ROUGE-1: 0.0703 ROUGE-2: 0.0175 ROUGE-L: 0.0692 Cosine Similarity: 0.1444 Structural Similarity: 0.1538 Information Retrieval: 0.6000 Code Consistency: 0.0926 Readability: 0.4339 Weighted Score: 0.2604 Repository: TaskMatrix Scores: BLEU: 0.0313 ROUGE-1: 0.2038 ROUGE-2: 0.0431 ROUGE-L: 0.1942 Cosine Similarity: 0.5266 Structural Similarity: 0.1250 Information Retrieval: 1.0000 Code Consistency: 0.0390 Readability: 0.4288 Weighted Score: 0.3766 Repository: Deep-Live-Cam Scores: BLEU: 0.0012 ROUGE-1: 0.1750 ROUGE-2: 0.0370 ROUGE-L: 0.1676 Cosine Similarity: 0.5762 Structural Similarity: 0.1207 Information Retrieval: 0.6000 Code Consistency: 0.0215 Readability: 0.6776 Weighted Score: 0.3423 Repository: python-fire Scores: BLEU: 0.0236 ROUGE-1: 0.3237 ROUGE-2: 0.1037 ROUGE-L: 0.3092 Cosine Similarity: 0.6595 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0189 Readability: 0.5236 Weighted Score: 0.3714 Repository: devika Scores: BLEU: 0.0304 ROUGE-1: 0.2659 ROUGE-2: 0.0721 ROUGE-L: 0.2561 Cosine Similarity: 0.6576 Structural Similarity: 0.2647 Information Retrieval: 1.0000 Code Consistency: 0.0577 Readability: 0.3493 Weighted Score: 0.3965 Repository: gpt-pilot Scores: BLEU: 0.0290 ROUGE-1: 0.2234 ROUGE-2: 0.0383 ROUGE-L: 0.2129 Cosine Similarity: 0.5484 Structural Similarity: 0.1458 Information Retrieval: 1.0000 Code Consistency: 0.0508 Readability: 0.5215 Weighted Score: 0.4027 Repository: Depix Scores: BLEU: 0.0237 ROUGE-1: 0.2295 ROUGE-2: 0.0409 ROUGE-L: 0.2197 Cosine Similarity: 0.5191 Structural Similarity: 0.3636 Information Retrieval: 0.6000 Code Consistency: 0.0400 Readability: 0.4329 Weighted Score: 0.3216 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.0138 ROUGE-1: 0.1797 ROUGE-2: 0.0229 ROUGE-L: 0.1797 Cosine Similarity: 0.3744 Structural Similarity: 0.3889 Information Retrieval: 0.6000 Code Consistency: 0.0376 Readability: 0.3635 Weighted Score: 0.2907 Repository: httpx Scores: BLEU: 0.0635 ROUGE-1: 0.2023 ROUGE-2: 0.0387 ROUGE-L: 0.2023 Cosine Similarity: 0.6682 Structural Similarity: 0.5714 Information Retrieval: 1.0000 Code Consistency: 0.0765 Readability: 0.3209 Weighted Score: 0.4246 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0006 ROUGE-1: 0.0771 ROUGE-2: 0.0120 ROUGE-L: 0.0771 Cosine Similarity: 0.1541 Structural Similarity: 0.2692 Information Retrieval: 1.0000 Code Consistency: 0.0408 Readability: 0.5327 Weighted Score: 0.3627 Repository: gpt-researcher Scores: BLEU: 0.0001 ROUGE-1: 0.1148 ROUGE-2: 0.0346 ROUGE-L: 0.1128 Cosine Similarity: 0.3273 Structural Similarity: 0.1667 Information Retrieval: 1.0000 Code Consistency: 0.0411 Readability: 0.2525 Weighted Score: 0.3169 Repository: mkdocs Scores: BLEU: 0.0413 ROUGE-1: 0.2228 ROUGE-2: 0.0733 ROUGE-L: 0.2176 Cosine Similarity: 0.5457 Structural Similarity: 0.7143 Information Retrieval: 0.6000 Code Consistency: 0.0356 Readability: 0.5848 Weighted Score: 0.3914 Repository: face_recognition Scores: BLEU: 0.0005 ROUGE-1: 0.1937 ROUGE-2: 0.0638 ROUGE-L: 0.1800 Cosine Similarity: 0.5324 Structural Similarity: 0.1628 Information Retrieval: 1.0000 Code Consistency: 0.1818 Readability: 0.3452 Weighted Score: 0.3896 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0504 ROUGE-2: 0.0118 ROUGE-L: 0.0485 Cosine Similarity: 0.4647 Structural Similarity: 0.0260 Information Retrieval: 0.8000 Code Consistency: 0.0484 Readability: 0.5666 Weighted Score: 0.3358 Repository: GPT_API_free Scores: BLEU: 0.0019 ROUGE-1: 0.0735 ROUGE-2: 0.0000 ROUGE-L: 0.0735 Cosine Similarity: 0.1873 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 1.0000 Readability: 0.5337 Weighted Score: 0.5081 Repository: 30-Days-Of-Python Scores: BLEU: 0.0000 ROUGE-1: 0.1063 ROUGE-2: 0.0216 ROUGE-L: 0.1017 Cosine Similarity: 0.6198 Structural Similarity: 0.1000 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4820 Weighted Score: 0.3361 Repository: ChatPaper Scores: BLEU: 0.0002 ROUGE-1: 0.0765 ROUGE-2: 0.0142 ROUGE-L: 0.0742 Cosine Similarity: 0.1987 Structural Similarity: 0.0636 Information Retrieval: 0.8000 Code Consistency: 0.0592 Readability: 0.3199 Weighted Score: 0.2676 Repository: twint Scores: BLEU: 0.0231 ROUGE-1: 0.1876 ROUGE-2: 0.0258 ROUGE-L: 0.1735 Cosine Similarity: 0.6347 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 0.1293 Readability: 0.5679 Weighted Score: 0.3957 Repository: flask Scores: BLEU: 0.1430 ROUGE-1: 0.3441 ROUGE-2: 0.1105 ROUGE-L: 0.3082 Cosine Similarity: 0.5144 Structural Similarity: 0.3571 Information Retrieval: 0.6000 Code Consistency: 0.0680 Readability: 0.4319 Weighted Score: 0.3469 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0149 ROUGE-2: 0.0018 ROUGE-L: 0.0143 Cosine Similarity: 0.1973 Structural Similarity: 0.0376 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.1046 Weighted Score: 0.2054 Repository: EIPs Scores: BLEU: 0.0128 ROUGE-1: 0.1583 ROUGE-2: 0.0290 ROUGE-L: 0.1467 Cosine Similarity: 0.2478 Structural Similarity: 0.4286 Information Retrieval: 0.6000 Code Consistency: 0.0355 Readability: 0.6011 Weighted Score: 0.3274 Repository: grok-1 Scores: BLEU: 0.0596 ROUGE-1: 0.3312 ROUGE-2: 0.1000 ROUGE-L: 0.3121 Cosine Similarity: 0.5908 Structural Similarity: 0.2857 Information Retrieval: 0.6000 Code Consistency: 0.0361 Readability: 0.5276 Weighted Score: 0.3512 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.0887 ROUGE-2: 0.0172 ROUGE-L: 0.0870 Cosine Similarity: 0.2773 Structural Similarity: 0.0301 Information Retrieval: 0.8000 Code Consistency: 0.0274 Readability: -0.3746 Weighted Score: 0.1277 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0183 ROUGE-2: 0.0014 ROUGE-L: 0.0180 Cosine Similarity: 0.1557 Structural Similarity: 0.0714 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.3554 Weighted Score: 0.2551 Repository: hackingtool Scores: BLEU: 0.0001 ROUGE-1: 0.1095 ROUGE-2: 0.0213 ROUGE-L: 0.0945 Cosine Similarity: 0.2287 Structural Similarity: 0.0600 Information Retrieval: 0.8000 Code Consistency: 0.0214 Readability: 0.3300 Weighted Score: 0.2667 Repository: cascadia-code Scores: BLEU: 0.0124 ROUGE-1: 0.1802 ROUGE-2: 0.0357 ROUGE-L: 0.1661 Cosine Similarity: 0.4152 Structural Similarity: 0.3182 Information Retrieval: 0.6000 Code Consistency: 0.1333 Readability: 0.5276 Weighted Score: 0.3395 Repository: python-cheatsheet Scores: BLEU: 0.0000 ROUGE-1: 0.0218 ROUGE-2: 0.0022 ROUGE-L: 0.0207 Cosine Similarity: 0.3960 Structural Similarity: 0.0166 Information Retrieval: 0.8000 Code Consistency: 0.0588 Readability: 0.4759 Weighted Score: 0.3097 Repository: rembg Scores: BLEU: 0.0048 ROUGE-1: 0.1725 ROUGE-2: 0.0603 ROUGE-L: 0.1725 Cosine Similarity: 0.3594 Structural Similarity: 0.4250 Information Retrieval: 1.0000 Code Consistency: 0.0609 Readability: 0.4657 Weighted Score: 0.3978 Repository: devops-exercises Scores: BLEU: 0.0034 ROUGE-1: 0.2213 ROUGE-2: 0.0657 ROUGE-L: 0.2118 Cosine Similarity: 0.7276 Structural Similarity: 0.0519 Information Retrieval: 1.0000 Code Consistency: 0.0833 Readability: 0.4004 Weighted Score: 0.3917 Repository: AutoEq Scores: BLEU: 0.0038 ROUGE-1: 0.2068 ROUGE-2: 0.0410 ROUGE-L: 0.2068 Cosine Similarity: 0.4204 Structural Similarity: 0.3214 Information Retrieval: 0.6000 Code Consistency: 0.0424 Readability: 0.2738 Weighted Score: 0.2730 Repository: MiniGPT-4 Scores: BLEU: 0.0011 ROUGE-1: 0.1858 ROUGE-2: 0.0400 ROUGE-L: 0.1829 Cosine Similarity: 0.4178 Structural Similarity: 0.3077 Information Retrieval: 0.6000 Code Consistency: 0.0265 Readability: 0.5144 Weighted Score: 0.3145 Repository: python-spider Scores: BLEU: 0.0091 ROUGE-1: 0.0459 ROUGE-2: 0.0080 ROUGE-L: 0.0418 Cosine Similarity: 0.0337 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0148 Readability: 0.5084 Weighted Score: 0.2821 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.1133 ROUGE-2: 0.0346 ROUGE-L: 0.1106 Cosine Similarity: 0.6954 Structural Similarity: 0.0625 Information Retrieval: 0.8000 Code Consistency: 0.0191 Readability: 0.5205 Weighted Score: 0.3524 Repository: flux Scores: BLEU: 0.0345 ROUGE-1: 0.2773 ROUGE-2: 0.0837 ROUGE-L: 0.2675 Cosine Similarity: 0.5085 Structural Similarity: 0.2500 Information Retrieval: 0.6000 Code Consistency: 0.0606 Readability: 0.3574 Weighted Score: 0.3039 Repository: pyright Scores: BLEU: 0.0349 ROUGE-1: 0.2725 ROUGE-2: 0.0661 ROUGE-L: 0.2551 Cosine Similarity: 0.3301 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.1250 Readability: 0.4085 Weighted Score: 0.3330 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0528 ROUGE-2: 0.0106 ROUGE-L: 0.0509 Cosine Similarity: 0.4884 Structural Similarity: 0.0260 Information Retrieval: 1.0000 Code Consistency: 0.0403 Readability: 0.6471 Weighted Score: 0.3927