Evaluation Results for model: gemini-1.5-flash-exp-0827 Timestamp: 20240912_183343 Average Scores: bleu: 0.2181 rouge-1: 0.3400 rouge-2: 0.2497 rouge-l: 0.3361 cosine_similarity: 0.6153 structural_similarity: 0.3760 information_retrieval: 0.6100 code_consistency: 0.1289 readability: 0.2722 weighted_score: 0.3540 Detailed Results: Repository: labelme Scores: BLEU: 0.1055 ROUGE-1: 0.2299 ROUGE-2: 0.0661 ROUGE-L: 0.2222 Cosine Similarity: 0.6059 Structural Similarity: 0.2105 Information Retrieval: 1.0000 Code Consistency: 0.0351 Readability: 0.3534 Weighted Score: 0.3872 Repository: gpt-engineer Scores: BLEU: 0.9390 ROUGE-1: 0.9612 ROUGE-2: 0.9542 ROUGE-L: 0.9612 Cosine Similarity: 0.9955 Structural Similarity: 0.8824 Information Retrieval: 0.8000 Code Consistency: 0.0887 Readability: 0.2515 Weighted Score: 0.6056 Repository: ChatGLM-6B Scores: BLEU: 0.6070 ROUGE-1: 0.8000 ROUGE-2: 0.7879 ROUGE-L: 0.8000 Cosine Similarity: 0.9125 Structural Similarity: 0.7857 Information Retrieval: 0.4000 Code Consistency: 0.0825 Readability: 0.1903 Weighted Score: 0.4447 Repository: SMSBoom Scores: BLEU: 0.0660 ROUGE-1: 0.1284 ROUGE-2: 0.0342 ROUGE-L: 0.1284 Cosine Similarity: 0.3374 Structural Similarity: 0.4773 Information Retrieval: 0.4000 Code Consistency: 0.1111 Readability: 0.4786 Weighted Score: 0.2957 Repository: mackup Scores: BLEU: 0.0000 ROUGE-1: 0.0901 ROUGE-2: 0.0256 ROUGE-L: 0.0901 Cosine Similarity: 0.2011 Structural Similarity: 0.3846 Information Retrieval: 0.8000 Code Consistency: 0.1852 Readability: 0.3483 Weighted Score: 0.3322 Repository: TaskMatrix Scores: BLEU: 1.0000 ROUGE-1: 1.0000 ROUGE-2: 1.0000 ROUGE-L: 1.0000 Cosine Similarity: 1.0000 Structural Similarity: 1.0000 Information Retrieval: 0.8000 Code Consistency: 0.3247 Readability: 0.1425 Weighted Score: 0.6534 Repository: Deep-Live-Cam Scores: BLEU: 0.9535 ROUGE-1: 0.9785 ROUGE-2: 0.9667 ROUGE-L: 0.9785 Cosine Similarity: 0.9914 Structural Similarity: 0.8276 Information Retrieval: 0.8000 Code Consistency: 0.0215 Readability: 0.4166 Weighted Score: 0.6223 Repository: python-fire Scores: BLEU: 0.1193 ROUGE-1: 0.2987 ROUGE-2: 0.1054 ROUGE-L: 0.2873 Cosine Similarity: 0.6834 Structural Similarity: 0.4167 Information Retrieval: 0.8000 Code Consistency: 0.0290 Readability: 0.4390 Weighted Score: 0.3986 Repository: devika Scores: BLEU: 0.0327 ROUGE-1: 0.2470 ROUGE-2: 0.0664 ROUGE-L: 0.2254 Cosine Similarity: 0.6439 Structural Similarity: 0.2941 Information Retrieval: 0.4000 Code Consistency: 0.0865 Readability: 0.2373 Weighted Score: 0.2598 Repository: gpt-pilot Scores: BLEU: 0.0025 ROUGE-1: 0.2052 ROUGE-2: 0.0511 ROUGE-L: 0.1972 Cosine Similarity: 0.5378 Structural Similarity: 0.1250 Information Retrieval: 0.4000 Code Consistency: 0.0277 Readability: 0.6725 Weighted Score: 0.3017 Repository: Depix Scores: BLEU: 0.0433 ROUGE-1: 0.2758 ROUGE-2: 0.0686 ROUGE-L: 0.2726 Cosine Similarity: 0.6378 Structural Similarity: 0.5455 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4420 Weighted Score: 0.3917 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.6419 ROUGE-1: 0.8647 ROUGE-2: 0.8170 ROUGE-L: 0.8647 Cosine Similarity: 0.8594 Structural Similarity: 0.4737 Information Retrieval: 0.2000 Code Consistency: 0.0714 Readability: 0.3615 Weighted Score: 0.4090 Repository: httpx Scores: BLEU: 0.1042 ROUGE-1: 0.1917 ROUGE-2: 0.0565 ROUGE-L: 0.1886 Cosine Similarity: 0.7172 Structural Similarity: 0.3750 Information Retrieval: 1.0000 Code Consistency: 0.0673 Readability: 0.0914 Weighted Score: 0.3660 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0049 ROUGE-1: 0.0905 ROUGE-2: 0.0144 ROUGE-L: 0.0876 Cosine Similarity: 0.6742 Structural Similarity: 0.3462 Information Retrieval: 0.4000 Code Consistency: 0.0136 Readability: -0.6027 Weighted Score: 0.0711 Repository: gpt-researcher Scores: BLEU: 0.0164 ROUGE-1: 0.1877 ROUGE-2: 0.0686 ROUGE-L: 0.1809 Cosine Similarity: 0.6425 Structural Similarity: 0.1667 Information Retrieval: 0.6000 Code Consistency: 0.0639 Readability: 0.4187 Weighted Score: 0.3137 Repository: mkdocs Scores: BLEU: 0.1845 ROUGE-1: 0.2636 ROUGE-2: 0.1106 ROUGE-L: 0.2594 Cosine Similarity: 0.6949 Structural Similarity: 0.5714 Information Retrieval: 0.4000 Code Consistency: 0.0301 Readability: 0.2820 Weighted Score: 0.3087 Repository: face_recognition Scores: BLEU: 0.9992 ROUGE-1: 0.9982 ROUGE-2: 0.9970 ROUGE-L: 0.9982 Cosine Similarity: 1.0000 Structural Similarity: 0.9884 Information Retrieval: 0.8000 Code Consistency: 0.2727 Readability: 0.0823 Weighted Score: 0.6295 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0719 ROUGE-2: 0.0135 ROUGE-L: 0.0705 Cosine Similarity: 0.5259 Structural Similarity: 0.0173 Information Retrieval: 0.2000 Code Consistency: 0.1048 Readability: 0.4424 Weighted Score: 0.2090 Repository: GPT_API_free Scores: BLEU: 0.0343 ROUGE-1: 0.0349 ROUGE-2: 0.0000 ROUGE-L: 0.0349 Cosine Similarity: 0.2882 Structural Similarity: 0.0250 Information Retrieval: 0.6000 Code Consistency: 1.0000 Readability: 0.4992 Weighted Score: 0.4569 Repository: 30-Days-Of-Python Scores: BLEU: 0.0051 ROUGE-1: 0.1577 ROUGE-2: 0.0379 ROUGE-L: 0.1535 Cosine Similarity: 0.5834 Structural Similarity: 0.1000 Information Retrieval: 0.2000 Code Consistency: 0.6923 Readability: 0.4901 Weighted Score: 0.3570 Repository: ChatPaper Scores: BLEU: 0.0001 ROUGE-1: 0.0827 ROUGE-2: 0.0227 ROUGE-L: 0.0792 Cosine Similarity: 0.3356 Structural Similarity: 0.0727 Information Retrieval: 0.8000 Code Consistency: 0.0395 Readability: 0.2627 Weighted Score: 0.2674 Repository: twint Scores: BLEU: 0.0339 ROUGE-1: 0.2349 ROUGE-2: 0.0656 ROUGE-L: 0.2107 Cosine Similarity: 0.7163 Structural Similarity: 0.3281 Information Retrieval: 1.0000 Code Consistency: 0.1034 Readability: 0.4783 Weighted Score: 0.4413 Repository: flask Scores: BLEU: 0.5538 ROUGE-1: 0.7851 ROUGE-2: 0.7495 ROUGE-L: 0.7851 Cosine Similarity: 0.8439 Structural Similarity: 0.5714 Information Retrieval: 0.4000 Code Consistency: 0.0651 Readability: 0.5195 Weighted Score: 0.4712 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0394 ROUGE-2: 0.0060 ROUGE-L: 0.0379 Cosine Similarity: 0.3105 Structural Similarity: 0.0564 Information Retrieval: 1.0000 Code Consistency: 0.0000 Readability: 0.2728 Weighted Score: 0.2940 Repository: EIPs Scores: BLEU: 0.0264 ROUGE-1: 0.1065 ROUGE-2: 0.0125 ROUGE-L: 0.1013 Cosine Similarity: 0.3168 Structural Similarity: 0.1875 Information Retrieval: 0.6000 Code Consistency: 0.0947 Readability: 0.3178 Weighted Score: 0.2629 Repository: grok-1 Scores: BLEU: 0.9873 ROUGE-1: 0.9972 ROUGE-2: 0.9774 ROUGE-L: 0.9972 Cosine Similarity: 1.0000 Structural Similarity: 0.6250 Information Retrieval: 0.4000 Code Consistency: 0.0361 Readability: 0.3497 Weighted Score: 0.5175 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.0671 ROUGE-2: 0.0115 ROUGE-L: 0.0645 Cosine Similarity: 0.5027 Structural Similarity: 0.0414 Information Retrieval: 0.8000 Code Consistency: 0.0274 Readability: 0.3077 Weighted Score: 0.2862 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0172 ROUGE-2: 0.0018 ROUGE-L: 0.0172 Cosine Similarity: 0.1459 Structural Similarity: 0.0714 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4593 Weighted Score: 0.2348 Repository: hackingtool Scores: BLEU: 1.0000 ROUGE-1: 1.0000 ROUGE-2: 1.0000 ROUGE-L: 1.0000 Cosine Similarity: 1.0000 Structural Similarity: 1.0000 Information Retrieval: 0.6000 Code Consistency: 0.4118 Readability: -0.8108 Weighted Score: 0.4402 Repository: cascadia-code Scores: BLEU: 0.0794 ROUGE-1: 0.1618 ROUGE-2: 0.0267 ROUGE-L: 0.1553 Cosine Similarity: 0.4696 Structural Similarity: 0.4091 Information Retrieval: 0.4000 Code Consistency: 0.0667 Readability: 0.2515 Weighted Score: 0.2509 Repository: python-cheatsheet Scores: BLEU: 0.0161 ROUGE-1: 0.3599 ROUGE-2: 0.2905 ROUGE-L: 0.3599 Cosine Similarity: 0.6725 Structural Similarity: 0.1445 Information Retrieval: 0.4000 Code Consistency: 0.1176 Readability: 0.5378 Weighted Score: 0.3281 Repository: rembg Scores: BLEU: 0.0435 ROUGE-1: 0.2422 ROUGE-2: 0.0669 ROUGE-L: 0.2402 Cosine Similarity: 0.5827 Structural Similarity: 0.4792 Information Retrieval: 1.0000 Code Consistency: 0.0957 Readability: 0.3006 Weighted Score: 0.4082 Repository: devops-exercises Scores: BLEU: 0.0151 ROUGE-1: 0.3865 ROUGE-2: 0.3092 ROUGE-L: 0.3865 Cosine Similarity: 0.8250 Structural Similarity: 0.0260 Information Retrieval: 0.2000 Code Consistency: 0.0833 Readability: 0.3832 Weighted Score: 0.2560 Repository: AutoEq Scores: BLEU: 0.0343 ROUGE-1: 0.2434 ROUGE-2: 0.0357 ROUGE-L: 0.2299 Cosine Similarity: 0.4550 Structural Similarity: 0.4706 Information Retrieval: 1.0000 Code Consistency: 0.1102 Readability: 0.5043 Weighted Score: 0.4359 Repository: MiniGPT-4 Scores: BLEU: 0.0049 ROUGE-1: 0.1601 ROUGE-2: 0.0399 ROUGE-L: 0.1601 Cosine Similarity: 0.4466 Structural Similarity: 0.2692 Information Retrieval: 0.6000 Code Consistency: 0.0354 Readability: 0.4891 Weighted Score: 0.3090 Repository: python-spider Scores: BLEU: 0.0340 ROUGE-1: 0.0168 ROUGE-2: 0.0000 ROUGE-L: 0.0168 Cosine Similarity: 0.4402 Structural Similarity: 0.4286 Information Retrieval: 0.6000 Code Consistency: 0.0443 Readability: -1.2819 Weighted Score: -0.0361 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.1372 ROUGE-2: 0.0344 ROUGE-L: 0.1338 Cosine Similarity: 0.7049 Structural Similarity: 0.0781 Information Retrieval: 0.6000 Code Consistency: 0.0446 Readability: 0.3584 Weighted Score: 0.2891 Repository: flux Scores: BLEU: 0.0278 ROUGE-1: 0.2455 ROUGE-2: 0.0541 ROUGE-L: 0.2291 Cosine Similarity: 0.5979 Structural Similarity: 0.3750 Information Retrieval: 0.6000 Code Consistency: 0.0909 Readability: 0.4369 Weighted Score: 0.3433 Repository: pyright Scores: BLEU: 0.0092 ROUGE-1: 0.1627 ROUGE-2: 0.0287 ROUGE-L: 0.1627 Cosine Similarity: 0.2992 Structural Similarity: 0.3333 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.3016 Weighted Score: 0.2163 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0778 ROUGE-2: 0.0135 ROUGE-L: 0.0760 Cosine Similarity: 0.4146 Structural Similarity: 0.0578 Information Retrieval: 0.6000 Code Consistency: 0.3790 Readability: 0.4146 Weighted Score: 0.3316