Evaluation Results for model: gemini-1.5-flash-exp-0827 Timestamp: 20240912_180343 Average Scores: bleu: 0.1924 rouge-1: 0.3231 rouge-2: 0.2148 rouge-l: 0.3174 cosine_similarity: 0.6149 structural_similarity: 0.3317 information_retrieval: 0.5950 code_consistency: 0.1148 readability: 0.2765 weighted_score: 0.3397 Detailed Results: Repository: labelme Scores: BLEU: 0.0635 ROUGE-1: 0.1931 ROUGE-2: 0.0463 ROUGE-L: 0.1881 Cosine Similarity: 0.4746 Structural Similarity: 0.1711 Information Retrieval: 0.8000 Code Consistency: 0.0383 Readability: 0.3534 Weighted Score: 0.3236 Repository: gpt-engineer Scores: BLEU: 0.9352 ROUGE-1: 0.9570 ROUGE-2: 0.9326 ROUGE-L: 0.9570 Cosine Similarity: 0.9946 Structural Similarity: 0.8667 Information Retrieval: 0.8000 Code Consistency: 0.0837 Readability: 0.2474 Weighted Score: 0.6008 Repository: ChatGLM-6B Scores: BLEU: 0.9993 ROUGE-1: 0.9995 ROUGE-2: 0.9996 ROUGE-L: 0.9995 Cosine Similarity: 1.0000 Structural Similarity: 0.9643 Information Retrieval: 0.8000 Code Consistency: 0.0928 Readability: 0.1168 Weighted Score: 0.5982 Repository: SMSBoom Scores: BLEU: 0.0491 ROUGE-1: 0.1289 ROUGE-2: 0.0459 ROUGE-L: 0.1250 Cosine Similarity: 0.3262 Structural Similarity: 0.4348 Information Retrieval: 0.4000 Code Consistency: 0.2500 Readability: 0.8058 Weighted Score: 0.3822 Repository: mackup Scores: BLEU: 0.0004 ROUGE-1: 0.1042 ROUGE-2: 0.0313 ROUGE-L: 0.1001 Cosine Similarity: 0.2565 Structural Similarity: 0.3269 Information Retrieval: 0.8000 Code Consistency: 0.2037 Readability: 0.2444 Weighted Score: 0.3159 Repository: TaskMatrix Scores: BLEU: 0.3552 ROUGE-1: 0.4581 ROUGE-2: 0.2997 ROUGE-L: 0.4430 Cosine Similarity: 0.7708 Structural Similarity: 0.2500 Information Retrieval: 0.8000 Code Consistency: 0.2857 Readability: 0.1517 Weighted Score: 0.4251 Repository: Deep-Live-Cam Scores: BLEU: 0.9213 ROUGE-1: 0.9424 ROUGE-2: 0.9239 ROUGE-L: 0.9424 Cosine Similarity: 0.9882 Structural Similarity: 0.9138 Information Retrieval: 0.6000 Code Consistency: 0.0215 Readability: 0.3422 Weighted Score: 0.5687 Repository: python-fire Scores: BLEU: 0.0974 ROUGE-1: 0.2829 ROUGE-2: 0.1057 ROUGE-L: 0.2804 Cosine Similarity: 0.6319 Structural Similarity: 0.1731 Information Retrieval: 0.6000 Code Consistency: 0.0406 Readability: 0.4380 Weighted Score: 0.3283 Repository: devika Scores: BLEU: 0.0383 ROUGE-1: 0.2679 ROUGE-2: 0.0705 ROUGE-L: 0.2517 Cosine Similarity: 0.6788 Structural Similarity: 0.3529 Information Retrieval: 0.6000 Code Consistency: 0.0673 Readability: 0.4156 Weighted Score: 0.3433 Repository: gpt-pilot Scores: BLEU: 0.0557 ROUGE-1: 0.2329 ROUGE-2: 0.0486 ROUGE-L: 0.2213 Cosine Similarity: 0.7353 Structural Similarity: 0.1875 Information Retrieval: 0.6000 Code Consistency: 0.0577 Readability: 0.4177 Weighted Score: 0.3298 Repository: Depix Scores: BLEU: 0.0582 ROUGE-1: 0.2874 ROUGE-2: 0.0643 ROUGE-L: 0.2758 Cosine Similarity: 0.6785 Structural Similarity: 0.4545 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4962 Weighted Score: 0.3993 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.1195 ROUGE-1: 0.2944 ROUGE-2: 0.0867 ROUGE-L: 0.2833 Cosine Similarity: 0.5330 Structural Similarity: 0.4091 Information Retrieval: 0.6000 Code Consistency: 0.0602 Readability: 0.4369 Weighted Score: 0.3478 Repository: httpx Scores: BLEU: 0.0863 ROUGE-1: 0.2033 ROUGE-2: 0.0525 ROUGE-L: 0.2033 Cosine Similarity: 0.6751 Structural Similarity: 0.4444 Information Retrieval: 0.6000 Code Consistency: 0.0826 Readability: 0.0332 Weighted Score: 0.2791 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0086 ROUGE-1: 0.1122 ROUGE-2: 0.0239 ROUGE-L: 0.1094 Cosine Similarity: 0.5783 Structural Similarity: 0.2692 Information Retrieval: 0.4000 Code Consistency: 0.0102 Readability: 0.1852 Weighted Score: 0.2129 Repository: gpt-researcher Scores: BLEU: 0.0549 ROUGE-1: 0.2141 ROUGE-2: 0.0567 ROUGE-L: 0.2007 Cosine Similarity: 0.7096 Structural Similarity: 0.1905 Information Retrieval: 1.0000 Code Consistency: 0.0685 Readability: 0.3300 Weighted Score: 0.3910 Repository: mkdocs Scores: BLEU: 0.0892 ROUGE-1: 0.2163 ROUGE-2: 0.0554 ROUGE-L: 0.2119 Cosine Similarity: 0.7006 Structural Similarity: 0.4091 Information Retrieval: 0.8000 Code Consistency: 0.0384 Readability: 0.1087 Weighted Score: 0.3255 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: 0.0743 ROUGE-2: 0.0158 ROUGE-L: 0.0715 Cosine Similarity: 0.4272 Structural Similarity: 0.0838 Information Retrieval: 0.2000 Code Consistency: 0.3387 Readability: 0.3432 Weighted Score: 0.2329 Repository: GPT_API_free Scores: BLEU: 0.0263 ROUGE-1: 0.0755 ROUGE-2: 0.0000 ROUGE-L: 0.0713 Cosine Similarity: 0.2814 Structural Similarity: 0.2250 Information Retrieval: 0.6000 Code Consistency: 1.0000 Readability: 0.5676 Weighted Score: 0.4917 Repository: 30-Days-Of-Python Scores: BLEU: 0.0057 ROUGE-1: 0.2320 ROUGE-2: 0.1159 ROUGE-L: 0.2307 Cosine Similarity: 0.5209 Structural Similarity: 0.1000 Information Retrieval: 0.4000 Code Consistency: 0.0769 Readability: 0.1422 Weighted Score: 0.2058 Repository: ChatPaper Scores: BLEU: 0.0015 ROUGE-1: 0.0669 ROUGE-2: 0.0165 ROUGE-L: 0.0657 Cosine Similarity: 0.5262 Structural Similarity: 0.1636 Information Retrieval: 0.4000 Code Consistency: 0.0658 Readability: 0.1679 Weighted Score: 0.2009 Repository: twint Scores: BLEU: 0.1100 ROUGE-1: 0.1984 ROUGE-2: 0.0474 ROUGE-L: 0.1873 Cosine Similarity: 0.6700 Structural Similarity: 0.1750 Information Retrieval: 1.0000 Code Consistency: 0.1207 Readability: 0.5747 Weighted Score: 0.4491 Repository: flask Scores: BLEU: 0.7321 ROUGE-1: 0.8896 ROUGE-2: 0.8780 ROUGE-L: 0.8896 Cosine Similarity: 0.9115 Structural Similarity: 0.5000 Information Retrieval: 0.4000 Code Consistency: 0.0621 Readability: 0.4441 Weighted Score: 0.4842 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0459 ROUGE-2: 0.0063 ROUGE-L: 0.0445 Cosine Similarity: 0.4232 Structural Similarity: 0.0677 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.2393 Weighted Score: 0.2602 Repository: EIPs Scores: BLEU: 0.0094 ROUGE-1: 0.1690 ROUGE-2: 0.0245 ROUGE-L: 0.1572 Cosine Similarity: 0.2332 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0237 Readability: 0.4197 Weighted Score: 0.2947 Repository: grok-1 Scores: BLEU: 0.7739 ROUGE-1: 0.8618 ROUGE-2: 0.7638 ROUGE-L: 0.8564 Cosine Similarity: 0.9594 Structural Similarity: 0.2857 Information Retrieval: 0.4000 Code Consistency: 0.0361 Readability: 0.3781 Weighted Score: 0.4475 Repository: PyTorch-GAN Scores: BLEU: 0.0010 ROUGE-1: 0.2089 ROUGE-2: 0.0686 ROUGE-L: 0.1924 Cosine Similarity: 0.7472 Structural Similarity: 0.1391 Information Retrieval: 0.2000 Code Consistency: 0.0274 Readability: 0.1212 Weighted Score: 0.1741 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0227 ROUGE-2: 0.0034 ROUGE-L: 0.0227 Cosine Similarity: 0.1893 Structural Similarity: 0.0804 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.5266 Weighted Score: 0.2139 Repository: hackingtool Scores: BLEU: 0.8202 ROUGE-1: 0.9394 ROUGE-2: 0.8722 ROUGE-L: 0.9394 Cosine Similarity: 0.9835 Structural Similarity: 0.6961 Information Retrieval: 0.4000 Code Consistency: 0.4064 Readability: -0.6325 Weighted Score: 0.3765 Repository: cascadia-code Scores: BLEU: 0.0193 ROUGE-1: 0.1635 ROUGE-2: 0.0328 ROUGE-L: 0.1538 Cosine Similarity: 0.1959 Structural Similarity: 0.0423 Information Retrieval: 0.4000 Code Consistency: 0.0667 Readability: 0.6816 Weighted Score: 0.2671 Repository: python-cheatsheet Scores: BLEU: 0.0163 ROUGE-1: 0.3616 ROUGE-2: 0.2957 ROUGE-L: 0.3614 Cosine Similarity: 0.6738 Structural Similarity: 0.1066 Information Retrieval: 0.4000 Code Consistency: 0.1176 Readability: 0.5368 Weighted Score: 0.3245 Repository: rembg Scores: BLEU: 0.0175 ROUGE-1: 0.1834 ROUGE-2: 0.0543 ROUGE-L: 0.1790 Cosine Similarity: 0.6081 Structural Similarity: 0.4000 Information Retrieval: 1.0000 Code Consistency: 0.1043 Readability: -0.0034 Weighted Score: 0.3367 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: 0.0297 ROUGE-1: 0.2288 ROUGE-2: 0.0500 ROUGE-L: 0.2153 Cosine Similarity: 0.4875 Structural Similarity: 0.0714 Information Retrieval: 0.6000 Code Consistency: 0.0805 Readability: 0.4075 Weighted Score: 0.2930 Repository: MiniGPT-4 Scores: BLEU: 0.0603 ROUGE-1: 0.2175 ROUGE-2: 0.0582 ROUGE-L: 0.2058 Cosine Similarity: 0.6299 Structural Similarity: 0.5667 Information Retrieval: 0.8000 Code Consistency: 0.0420 Readability: 0.2789 Weighted Score: 0.3660 Repository: python-spider Scores: BLEU: 0.0341 ROUGE-1: 0.0166 ROUGE-2: 0.0011 ROUGE-L: 0.0166 Cosine Similarity: 0.4357 Structural Similarity: 0.3571 Information Retrieval: 0.6000 Code Consistency: 0.0443 Readability: -1.2809 Weighted Score: -0.0435 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0001 ROUGE-1: 0.1851 ROUGE-2: 0.0515 ROUGE-L: 0.1810 Cosine Similarity: 0.7750 Structural Similarity: 0.0859 Information Retrieval: 0.8000 Code Consistency: 0.0573 Readability: 0.4126 Weighted Score: 0.3540 Repository: flux Scores: BLEU: 0.0831 ROUGE-1: 0.2567 ROUGE-2: 0.0599 ROUGE-L: 0.2388 Cosine Similarity: 0.6379 Structural Similarity: 0.4375 Information Retrieval: 0.8000 Code Consistency: 0.0606 Readability: 0.5412 Weighted Score: 0.4148 Repository: pyright Scores: BLEU: 0.0082 ROUGE-1: 0.1824 ROUGE-2: 0.0124 ROUGE-L: 0.1763 Cosine Similarity: 0.3494 Structural Similarity: 0.3333 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.4207 Weighted Score: 0.2457 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0616 ROUGE-2: 0.0119 ROUGE-L: 0.0588 Cosine Similarity: 0.3735 Structural Similarity: 0.0202 Information Retrieval: 0.2000 Code Consistency: 0.1048 Readability: 0.1862 Weighted Score: 0.1420