Evaluation Results for model: llama3.1:8b-instruct-fp16 Timestamp: 20240912_185437 Average Scores: bleu: 0.0072 rouge-1: 0.1196 rouge-2: 0.0169 rouge-l: 0.1151 cosine_similarity: 0.3029 structural_similarity: 0.2416 information_retrieval: 0.4450 code_consistency: 0.0796 readability: 0.3790 weighted_score: 0.2443 Detailed Results: Repository: labelme Scores: BLEU: 0.0146 ROUGE-1: 0.1632 ROUGE-2: 0.0305 ROUGE-L: 0.1632 Cosine Similarity: 0.4184 Structural Similarity: 0.1447 Information Retrieval: 0.2000 Code Consistency: 0.0192 Readability: 0.3331 Weighted Score: 0.1802 Repository: gpt-engineer Scores: BLEU: 0.0232 ROUGE-1: 0.2133 ROUGE-2: 0.0388 ROUGE-L: 0.2027 Cosine Similarity: 0.4974 Structural Similarity: 0.4706 Information Retrieval: 0.4000 Code Consistency: 0.0739 Readability: 0.3158 Weighted Score: 0.2723 Repository: ChatGLM-6B Scores: BLEU: 0.0001 ROUGE-1: 0.0700 ROUGE-2: 0.0113 ROUGE-L: 0.0682 Cosine Similarity: 0.2800 Structural Similarity: 0.2143 Information Retrieval: 0.4000 Code Consistency: 0.0722 Readability: 0.4870 Weighted Score: 0.2463 Repository: SMSBoom Scores: BLEU: 0.0089 ROUGE-1: 0.0771 ROUGE-2: 0.0057 ROUGE-L: 0.0771 Cosine Similarity: 0.0722 Structural Similarity: 0.2000 Information Retrieval: 0.8000 Code Consistency: 0.2222 Readability: 0.6725 Weighted Score: 0.3724 Repository: mackup Scores: BLEU: 0.0000 ROUGE-1: 0.1013 ROUGE-2: 0.0243 ROUGE-L: 0.0949 Cosine Similarity: 0.1715 Structural Similarity: 0.1154 Information Retrieval: 0.4000 Code Consistency: 0.1481 Readability: 0.4495 Weighted Score: 0.2356 Repository: TaskMatrix Scores: BLEU: 0.0064 ROUGE-1: 0.1545 ROUGE-2: 0.0220 ROUGE-L: 0.1491 Cosine Similarity: 0.3328 Structural Similarity: 0.1786 Information Retrieval: 0.4000 Code Consistency: 0.0779 Readability: 0.2945 Weighted Score: 0.2172 Repository: Deep-Live-Cam Scores: BLEU: 0.0154 ROUGE-1: 0.1783 ROUGE-2: 0.0307 ROUGE-L: 0.1700 Cosine Similarity: 0.4092 Structural Similarity: 0.2069 Information Retrieval: 0.8000 Code Consistency: 0.0753 Readability: 0.2566 Weighted Score: 0.3022 Repository: python-fire Scores: BLEU: 0.0071 ROUGE-1: 0.1535 ROUGE-2: 0.0051 ROUGE-L: 0.1452 Cosine Similarity: 0.1611 Structural Similarity: 0.4375 Information Retrieval: 0.2000 Code Consistency: 0.0334 Readability: 0.5114 Weighted Score: 0.2197 Repository: devika Scores: BLEU: 0.0039 ROUGE-1: 0.1636 ROUGE-2: 0.0174 ROUGE-L: 0.1609 Cosine Similarity: 0.3397 Structural Similarity: 0.2941 Information Retrieval: 0.6000 Code Consistency: 0.0529 Readability: 0.2556 Weighted Score: 0.2569 Repository: gpt-pilot Scores: BLEU: 0.0264 ROUGE-1: 0.1636 ROUGE-2: 0.0257 ROUGE-L: 0.1569 Cosine Similarity: 0.4481 Structural Similarity: 0.4800 Information Retrieval: 0.6000 Code Consistency: 0.0624 Readability: 0.3963 Weighted Score: 0.3188 Repository: Depix Scores: BLEU: 0.0038 ROUGE-1: 0.1724 ROUGE-2: 0.0175 ROUGE-L: 0.1652 Cosine Similarity: 0.3350 Structural Similarity: 0.4091 Information Retrieval: 0.6000 Code Consistency: 0.0400 Readability: 0.2058 Weighted Score: 0.2558 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.0204 ROUGE-1: 0.1530 ROUGE-2: 0.0324 ROUGE-L: 0.1491 Cosine Similarity: 0.2507 Structural Similarity: 0.4091 Information Retrieval: 0.6000 Code Consistency: 0.0263 Readability: 0.4085 Weighted Score: 0.2862 Repository: httpx Scores: BLEU: 0.0076 ROUGE-1: 0.1764 ROUGE-2: 0.0236 ROUGE-L: 0.1764 Cosine Similarity: 0.3353 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0520 Readability: 0.4227 Weighted Score: 0.3118 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0000 ROUGE-1: 0.0608 ROUGE-2: 0.0110 ROUGE-L: 0.0576 Cosine Similarity: 0.0855 Structural Similarity: 0.3846 Information Retrieval: 0.2000 Code Consistency: 0.0204 Readability: 0.2292 Weighted Score: 0.1413 Repository: gpt-researcher Scores: BLEU: 0.0016 ROUGE-1: 0.1655 ROUGE-2: 0.0239 ROUGE-L: 0.1585 Cosine Similarity: 0.4465 Structural Similarity: 0.2381 Information Retrieval: 0.4000 Code Consistency: 0.0502 Readability: 0.3974 Weighted Score: 0.2498 Repository: mkdocs Scores: BLEU: 0.0077 ROUGE-1: 0.1827 ROUGE-2: 0.0132 ROUGE-L: 0.1778 Cosine Similarity: 0.2866 Structural Similarity: 0.4375 Information Retrieval: 0.0000 Code Consistency: 0.0575 Readability: 0.3649 Weighted Score: 0.1702 Repository: face_recognition Scores: BLEU: 0.0000 ROUGE-1: 0.0954 ROUGE-2: 0.0156 ROUGE-L: 0.0934 Cosine Similarity: 0.2635 Structural Similarity: 0.1628 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.3270 Weighted Score: 0.2749 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0574 ROUGE-2: 0.0070 ROUGE-L: 0.0555 Cosine Similarity: 0.4427 Structural Similarity: 0.0260 Information Retrieval: 0.2000 Code Consistency: 0.0645 Readability: 0.3067 Weighted Score: 0.1651 Repository: GPT_API_free Scores: BLEU: 0.0051 ROUGE-1: 0.0440 ROUGE-2: 0.0000 ROUGE-L: 0.0440 Cosine Similarity: 0.0357 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 1.0000 Readability: 0.4945 Weighted Score: 0.4834 Repository: 30-Days-Of-Python Scores: BLEU: 0.0000 ROUGE-1: 0.1194 ROUGE-2: 0.0218 ROUGE-L: 0.1119 Cosine Similarity: 0.5187 Structural Similarity: 0.1143 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.5036 Weighted Score: 0.2925 Repository: ChatPaper Scores: BLEU: 0.0000 ROUGE-1: 0.0230 ROUGE-2: 0.0009 ROUGE-L: 0.0230 Cosine Similarity: 0.0914 Structural Similarity: 0.0727 Information Retrieval: 0.2000 Code Consistency: 0.0066 Readability: 0.4126 Weighted Score: 0.1418 Repository: twint Scores: BLEU: 0.0099 ROUGE-1: 0.1380 ROUGE-2: 0.0243 ROUGE-L: 0.1272 Cosine Similarity: 0.3583 Structural Similarity: 0.4000 Information Retrieval: 0.6000 Code Consistency: 0.1121 Readability: 0.5114 Weighted Score: 0.3312 Repository: flask Scores: BLEU: 0.0305 ROUGE-1: 0.1933 ROUGE-2: 0.0291 ROUGE-L: 0.1667 Cosine Similarity: 0.2801 Structural Similarity: 0.2857 Information Retrieval: 0.4000 Code Consistency: 0.0740 Readability: -0.0125 Weighted Score: 0.1649 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0294 ROUGE-2: 0.0027 ROUGE-L: 0.0285 Cosine Similarity: 0.3756 Structural Similarity: 0.0263 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.3077 Weighted Score: 0.2238 Repository: EIPs Scores: BLEU: 0.0083 ROUGE-1: 0.1401 ROUGE-2: 0.0100 ROUGE-L: 0.1362 Cosine Similarity: 0.1860 Structural Similarity: 0.4286 Information Retrieval: 0.4000 Code Consistency: 0.0296 Readability: 0.1172 Weighted Score: 0.1812 Repository: grok-1 Scores: BLEU: 0.0084 ROUGE-1: 0.1846 ROUGE-2: 0.0223 ROUGE-L: 0.1714 Cosine Similarity: 0.5433 Structural Similarity: 0.1333 Information Retrieval: 0.4000 Code Consistency: 0.0843 Readability: 0.5787 Weighted Score: 0.2938 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.0624 ROUGE-2: 0.0101 ROUGE-L: 0.0615 Cosine Similarity: 0.4556 Structural Similarity: 0.0301 Information Retrieval: 0.2000 Code Consistency: 0.0000 Readability: 0.2515 Weighted Score: 0.1433 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0186 ROUGE-2: 0.0031 ROUGE-L: 0.0186 Cosine Similarity: 0.1000 Structural Similarity: 0.0625 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.5513 Weighted Score: 0.2079 Repository: hackingtool Scores: BLEU: 0.0044 ROUGE-1: 0.1163 ROUGE-2: 0.0107 ROUGE-L: 0.1142 Cosine Similarity: 0.2302 Structural Similarity: 0.1300 Information Retrieval: 0.6000 Code Consistency: 0.0695 Readability: 0.4891 Weighted Score: 0.2763 Repository: cascadia-code Scores: BLEU: 0.0054 ROUGE-1: 0.1157 ROUGE-2: 0.0189 ROUGE-L: 0.1121 Cosine Similarity: 0.3088 Structural Similarity: 0.0455 Information Retrieval: 0.4000 Code Consistency: 0.0667 Readability: 0.5229 Weighted Score: 0.2421 Repository: python-cheatsheet Scores: BLEU: 0.0000 ROUGE-1: 0.0315 ROUGE-2: 0.0026 ROUGE-L: 0.0298 Cosine Similarity: 0.4124 Structural Similarity: 0.0332 Information Retrieval: 0.4000 Code Consistency: 0.0588 Readability: -0.1289 Weighted Score: 0.1127 Repository: rembg Scores: BLEU: 0.0019 ROUGE-1: 0.1599 ROUGE-2: 0.0292 ROUGE-L: 0.1483 Cosine Similarity: 0.2068 Structural Similarity: 0.2500 Information Retrieval: 0.6000 Code Consistency: 0.0783 Readability: 0.4529 Weighted Score: 0.2834 Repository: devops-exercises Scores: BLEU: 0.0000 ROUGE-1: 0.0265 ROUGE-2: 0.0041 ROUGE-L: 0.0258 Cosine Similarity: 0.2773 Structural Similarity: 0.0779 Information Retrieval: 0.2000 Code Consistency: 0.0417 Readability: 0.3006 Weighted Score: 0.1459 Repository: AutoEq Scores: BLEU: 0.0252 ROUGE-1: 0.2108 ROUGE-2: 0.0260 ROUGE-L: 0.2034 Cosine Similarity: 0.4367 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0847 Readability: 0.4921 Weighted Score: 0.3463 Repository: MiniGPT-4 Scores: BLEU: 0.0001 ROUGE-1: 0.1453 ROUGE-2: 0.0132 ROUGE-L: 0.1453 Cosine Similarity: 0.2666 Structural Similarity: 0.3846 Information Retrieval: 0.4000 Code Consistency: 0.0288 Readability: 0.4238 Weighted Score: 0.2458 Repository: python-spider Scores: BLEU: 0.0055 ROUGE-1: 0.0489 ROUGE-2: 0.0065 ROUGE-L: 0.0489 Cosine Similarity: 0.0460 Structural Similarity: 0.3889 Information Retrieval: 0.4000 Code Consistency: 0.0296 Readability: 0.6001 Weighted Score: 0.2535 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.0887 ROUGE-2: 0.0188 ROUGE-L: 0.0887 Cosine Similarity: 0.4796 Structural Similarity: 0.0625 Information Retrieval: 0.0000 Code Consistency: 0.0573 Readability: 0.4434 Weighted Score: 0.1609 Repository: flux Scores: BLEU: 0.0078 ROUGE-1: 0.1724 ROUGE-2: 0.0214 ROUGE-L: 0.1690 Cosine Similarity: 0.2646 Structural Similarity: 0.3438 Information Retrieval: 0.6000 Code Consistency: 0.0909 Readability: 0.3219 Weighted Score: 0.2763 Repository: pyright Scores: BLEU: 0.0278 ROUGE-1: 0.1606 ROUGE-2: 0.0366 ROUGE-L: 0.1554 Cosine Similarity: 0.2608 Structural Similarity: 0.3889 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.3943 Weighted Score: 0.2784 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0524 ROUGE-2: 0.0073 ROUGE-L: 0.0519 Cosine Similarity: 0.4042 Structural Similarity: 0.0202 Information Retrieval: 0.2000 Code Consistency: 0.1210 Readability: 0.4992 Weighted Score: 0.2102