Evaluation Results for model: gemini-1.5-flash-exp-0827 Timestamp: 20240912_191049 Average Scores: bleu: 0.2002 rouge-1: 0.3270 rouge-2: 0.2266 rouge-l: 0.3221 cosine_similarity: 0.5898 structural_similarity: 0.3454 information_retrieval: 0.6050 code_consistency: 0.1309 readability: 0.2052 weighted_score: 0.3310 Detailed Results: Repository: labelme Scores: BLEU: 0.1166 ROUGE-1: 0.2105 ROUGE-2: 0.0473 ROUGE-L: 0.1958 Cosine Similarity: 0.5298 Structural Similarity: 0.2632 Information Retrieval: 1.0000 Code Consistency: 0.0351 Readability: 0.2891 Weighted Score: 0.3710 Repository: gpt-engineer Scores: BLEU: 0.9986 ROUGE-1: 0.9978 ROUGE-2: 0.9882 ROUGE-L: 0.9978 Cosine Similarity: 1.0000 Structural Similarity: 0.9333 Information Retrieval: 0.8000 Code Consistency: 0.0887 Readability: 0.2474 Weighted Score: 0.6199 Repository: ChatGLM-6B Scores: BLEU: 0.6845 ROUGE-1: 0.8470 ROUGE-2: 0.8428 ROUGE-L: 0.8470 Cosine Similarity: 0.9305 Structural Similarity: 0.8571 Information Retrieval: 0.6000 Code Consistency: 0.0825 Readability: 0.1892 Weighted Score: 0.5061 Repository: SMSBoom Scores: BLEU: 0.0247 ROUGE-1: 0.1138 ROUGE-2: 0.0323 ROUGE-L: 0.1098 Cosine Similarity: 0.3564 Structural Similarity: 0.2250 Information Retrieval: 0.8000 Code Consistency: 0.2778 Readability: 0.2698 Weighted Score: 0.3387 Repository: mackup Scores: BLEU: 0.0001 ROUGE-1: 0.1070 ROUGE-2: 0.0347 ROUGE-L: 0.1029 Cosine Similarity: 0.2943 Structural Similarity: 0.2692 Information Retrieval: 0.4000 Code Consistency: 0.2222 Readability: 0.2935 Weighted Score: 0.2477 Repository: TaskMatrix Scores: BLEU: 0.5963 ROUGE-1: 0.6918 ROUGE-2: 0.5534 ROUGE-L: 0.6839 Cosine Similarity: 0.8670 Structural Similarity: 0.3750 Information Retrieval: 0.8000 Code Consistency: 0.3117 Readability: -0.0125 Weighted Score: 0.4680 Repository: Deep-Live-Cam Scores: BLEU: 0.9976 ROUGE-1: 0.9977 ROUGE-2: 0.9965 ROUGE-L: 0.9977 Cosine Similarity: 0.9999 Structural Similarity: 0.9828 Information Retrieval: 0.8000 Code Consistency: 0.0215 Readability: 0.4227 Weighted Score: 0.6466 Repository: python-fire Scores: BLEU: 0.1109 ROUGE-1: 0.2898 ROUGE-2: 0.0910 ROUGE-L: 0.2841 Cosine Similarity: 0.5700 Structural Similarity: 0.5500 Information Retrieval: 0.8000 Code Consistency: 0.0305 Readability: 0.4329 Weighted Score: 0.3980 Repository: devika Scores: BLEU: 0.0399 ROUGE-1: 0.2448 ROUGE-2: 0.0509 ROUGE-L: 0.2337 Cosine Similarity: 0.6946 Structural Similarity: 0.3529 Information Retrieval: 0.4000 Code Consistency: 0.0913 Readability: 0.4708 Weighted Score: 0.3189 Repository: gpt-pilot Scores: BLEU: 0.0476 ROUGE-1: 0.2038 ROUGE-2: 0.0367 ROUGE-L: 0.1921 Cosine Similarity: 0.3915 Structural Similarity: 0.2500 Information Retrieval: 1.0000 Code Consistency: 0.0485 Readability: -0.0075 Weighted Score: 0.2916 Repository: Depix Scores: BLEU: 0.0451 ROUGE-1: 0.2547 ROUGE-2: 0.0708 ROUGE-L: 0.2516 Cosine Similarity: 0.6649 Structural Similarity: 0.4545 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4461 Weighted Score: 0.3450 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.5870 ROUGE-1: 0.7405 ROUGE-2: 0.6992 ROUGE-L: 0.7405 Cosine Similarity: 0.8188 Structural Similarity: 0.5357 Information Retrieval: 0.6000 Code Consistency: 0.0526 Readability: 0.3605 Weighted Score: 0.4695 Repository: httpx Scores: BLEU: 0.1359 ROUGE-1: 0.1910 ROUGE-2: 0.0617 ROUGE-L: 0.1881 Cosine Similarity: 0.7284 Structural Similarity: 0.3182 Information Retrieval: 0.8000 Code Consistency: 0.0917 Readability: 0.2065 Weighted Score: 0.3526 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0189 ROUGE-1: 0.0823 ROUGE-2: 0.0136 ROUGE-L: 0.0804 Cosine Similarity: 0.1472 Structural Similarity: 0.4062 Information Retrieval: 0.6000 Code Consistency: 0.0374 Readability: 0.4867 Weighted Score: 0.2880 Repository: gpt-researcher Scores: BLEU: 0.0538 ROUGE-1: 0.2109 ROUGE-2: 0.0658 ROUGE-L: 0.2004 Cosine Similarity: 0.6559 Structural Similarity: 0.2857 Information Retrieval: 0.8000 Code Consistency: 0.0594 Readability: 0.2566 Weighted Score: 0.3387 Repository: mkdocs Scores: BLEU: 0.0716 ROUGE-1: 0.2661 ROUGE-2: 0.0730 ROUGE-L: 0.2427 Cosine Similarity: 0.6749 Structural Similarity: 0.4000 Information Retrieval: 0.0000 Code Consistency: 0.0438 Readability: 0.3483 Weighted Score: 0.2125 Repository: face_recognition Scores: BLEU: 1.0000 ROUGE-1: 1.0000 ROUGE-2: 1.0000 ROUGE-L: 1.0000 Cosine Similarity: 1.0000 Structural Similarity: 0.9884 Information Retrieval: 0.8000 Code Consistency: 0.2727 Readability: 0.0823 Weighted Score: 0.6298 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0996 ROUGE-2: 0.0187 ROUGE-L: 0.0933 Cosine Similarity: 0.4690 Structural Similarity: 0.0491 Information Retrieval: 0.6000 Code Consistency: 0.3952 Readability: 0.3781 Weighted Score: 0.3335 Repository: GPT_API_free Scores: BLEU: 0.0109 ROUGE-1: 0.0671 ROUGE-2: 0.0030 ROUGE-L: 0.0671 Cosine Similarity: 0.2936 Structural Similarity: 0.1750 Information Retrieval: 0.6000 Code Consistency: 1.0000 Readability: 0.6163 Weighted Score: 0.4958 Repository: 30-Days-Of-Python Scores: BLEU: 0.0098 ROUGE-1: 0.2184 ROUGE-2: 0.0792 ROUGE-L: 0.2090 Cosine Similarity: 0.6504 Structural Similarity: 0.0857 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.3923 Weighted Score: 0.2500 Repository: ChatPaper Scores: BLEU: 0.0000 ROUGE-1: 0.0550 ROUGE-2: 0.0108 ROUGE-L: 0.0538 Cosine Similarity: 0.2486 Structural Similarity: 0.0909 Information Retrieval: 0.8000 Code Consistency: 0.0526 Readability: 0.2728 Weighted Score: 0.2630 Repository: twint Scores: BLEU: 0.0447 ROUGE-1: 0.2194 ROUGE-2: 0.0315 ROUGE-L: 0.2007 Cosine Similarity: 0.6409 Structural Similarity: 0.2000 Information Retrieval: 1.0000 Code Consistency: 0.1552 Readability: 0.5155 Weighted Score: 0.4378 Repository: flask Scores: BLEU: 0.3753 ROUGE-1: 0.6372 ROUGE-2: 0.5839 ROUGE-L: 0.6372 Cosine Similarity: 0.8470 Structural Similarity: 0.5000 Information Retrieval: 0.4000 Code Consistency: 0.0976 Readability: 0.5012 Weighted Score: 0.4340 Repository: professional-programming Scores: BLEU: 0.0001 ROUGE-1: 0.0418 ROUGE-2: 0.0066 ROUGE-L: 0.0391 Cosine Similarity: 0.4266 Structural Similarity: 0.0150 Information Retrieval: 0.0000 Code Consistency: 0.0000 Readability: -0.6305 Weighted Score: -0.0790 Repository: EIPs Scores: BLEU: 0.0216 ROUGE-1: 0.1199 ROUGE-2: 0.0187 ROUGE-L: 0.1161 Cosine Similarity: 0.1735 Structural Similarity: 0.0833 Information Retrieval: 0.2000 Code Consistency: 0.0237 Readability: 0.3903 Weighted Score: 0.1592 Repository: grok-1 Scores: BLEU: 0.6937 ROUGE-1: 0.8199 ROUGE-2: 0.7263 ROUGE-L: 0.8033 Cosine Similarity: 0.8960 Structural Similarity: 0.3333 Information Retrieval: 0.4000 Code Consistency: 0.0361 Readability: 0.3202 Weighted Score: 0.4219 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.1279 ROUGE-2: 0.0324 ROUGE-L: 0.1246 Cosine Similarity: 0.6714 Structural Similarity: 0.0564 Information Retrieval: 0.8000 Code Consistency: 0.0548 Readability: 0.1913 Weighted Score: 0.2915 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0217 ROUGE-2: 0.0023 ROUGE-L: 0.0209 Cosine Similarity: 0.2497 Structural Similarity: 0.0714 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.5246 Weighted Score: 0.2585 Repository: hackingtool Scores: BLEU: 0.9996 ROUGE-1: 1.0000 ROUGE-2: 0.9990 ROUGE-L: 1.0000 Cosine Similarity: 1.0000 Structural Similarity: 0.9900 Information Retrieval: 0.6000 Code Consistency: 0.4118 Readability: -0.8108 Weighted Score: 0.4391 Repository: cascadia-code Scores: BLEU: 0.0427 ROUGE-1: 0.1362 ROUGE-2: 0.0147 ROUGE-L: 0.1331 Cosine Similarity: 0.1441 Structural Similarity: 0.2727 Information Retrieval: 0.6000 Code Consistency: 0.1333 Readability: -1.2842 Weighted Score: -0.0547 Repository: python-cheatsheet Scores: BLEU: 0.0162 ROUGE-1: 0.3584 ROUGE-2: 0.2897 ROUGE-L: 0.3581 Cosine Similarity: 0.6716 Structural Similarity: 0.1445 Information Retrieval: 0.4000 Code Consistency: 0.1176 Readability: 0.5368 Weighted Score: 0.3277 Repository: rembg Scores: BLEU: 0.0213 ROUGE-1: 0.2231 ROUGE-2: 0.0652 ROUGE-L: 0.2211 Cosine Similarity: 0.4398 Structural Similarity: 0.3929 Information Retrieval: 1.0000 Code Consistency: 0.0870 Readability: 0.4992 Weighted Score: 0.4197 Repository: devops-exercises Scores: BLEU: 0.0151 ROUGE-1: 0.3862 ROUGE-2: 0.3091 ROUGE-L: 0.3862 Cosine Similarity: 0.8252 Structural Similarity: 0.0260 Information Retrieval: 0.2000 Code Consistency: 0.0833 Readability: 0.3832 Weighted Score: 0.2560 Repository: AutoEq Scores: BLEU: 0.0127 ROUGE-1: 0.2063 ROUGE-2: 0.0339 ROUGE-L: 0.2003 Cosine Similarity: 0.4769 Structural Similarity: 0.2500 Information Retrieval: 0.4000 Code Consistency: 0.0424 Readability: 0.4055 Weighted Score: 0.2583 Repository: MiniGPT-4 Scores: BLEU: 0.0747 ROUGE-1: 0.2127 ROUGE-2: 0.0410 ROUGE-L: 0.2127 Cosine Similarity: 0.6120 Structural Similarity: 0.4231 Information Retrieval: 0.4000 Code Consistency: 0.0597 Readability: 0.0150 Weighted Score: 0.2215 Repository: python-spider Scores: BLEU: 0.0341 ROUGE-1: 0.0167 ROUGE-2: 0.0000 ROUGE-L: 0.0167 Cosine Similarity: 0.4361 Structural Similarity: 0.3571 Information Retrieval: 0.8000 Code Consistency: 0.0443 Readability: -1.2809 Weighted Score: -0.0035 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.1156 ROUGE-2: 0.0324 ROUGE-L: 0.1122 Cosine Similarity: 0.6687 Structural Similarity: 0.0078 Information Retrieval: 0.6000 Code Consistency: 0.0382 Readability: 0.4085 Weighted Score: 0.2857 Repository: flux Scores: BLEU: 0.0690 ROUGE-1: 0.2222 ROUGE-2: 0.0404 ROUGE-L: 0.2124 Cosine Similarity: 0.6520 Structural Similarity: 0.1957 Information Retrieval: 1.0000 Code Consistency: 0.1515 Readability: 0.2698 Weighted Score: 0.3918 Repository: pyright Scores: BLEU: 0.0343 ROUGE-1: 0.2049 ROUGE-2: 0.0407 ROUGE-L: 0.1995 Cosine Similarity: 0.2993 Structural Similarity: 0.5000 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.4024 Weighted Score: 0.2587 Repository: system-design-primer Scores: BLEU: 0.0021 ROUGE-1: 0.1214 ROUGE-2: 0.0254 ROUGE-L: 0.1188 Cosine Similarity: 0.4761 Structural Similarity: 0.1474 Information Retrieval: 0.4000 Code Consistency: 0.4839 Readability: 0.4095 Weighted Score: 0.3301