Evaluation Results for model: gemini-1.5-flash-8b-exp-0827 Timestamp: 20240912_134026 Average Scores: bleu: 0.0136 rouge-1: 0.1466 rouge-2: 0.0331 rouge-l: 0.1414 cosine_similarity: 0.3831 structural_similarity: 0.2300 information_retrieval: 0.7000 code_consistency: 0.0743 readability: 0.4647 weighted_score: 0.3212 Detailed Results: Repository: labelme Scores: BLEU: 0.0096 ROUGE-1: 0.2147 ROUGE-2: 0.0638 ROUGE-L: 0.1994 Cosine Similarity: 0.3788 Structural Similarity: 0.1579 Information Retrieval: 0.6000 Code Consistency: 0.0160 Readability: 0.3953 Weighted Score: 0.2729 Repository: gpt-engineer Scores: BLEU: 0.0290 ROUGE-1: 0.2016 ROUGE-2: 0.0554 ROUGE-L: 0.1962 Cosine Similarity: 0.3886 Structural Similarity: 0.2667 Information Retrieval: 0.6000 Code Consistency: 0.0887 Readability: 0.5175 Weighted Score: 0.3248 Repository: ChatGLM-6B Scores: BLEU: 0.0000 ROUGE-1: 0.0620 ROUGE-2: 0.0066 ROUGE-L: 0.0620 Cosine Similarity: 0.2969 Structural Similarity: 0.1250 Information Retrieval: 0.6000 Code Consistency: 0.0515 Readability: 0.5114 Weighted Score: 0.2792 Repository: SMSBoom Scores: BLEU: 0.0031 ROUGE-1: 0.1273 ROUGE-2: 0.0432 ROUGE-L: 0.1182 Cosine Similarity: 0.2315 Structural Similarity: 0.1750 Information Retrieval: 0.6000 Code Consistency: 0.0278 Readability: 0.6684 Weighted Score: 0.3098 Repository: mackup Scores: BLEU: 0.0000 ROUGE-1: 0.0837 ROUGE-2: 0.0171 ROUGE-L: 0.0815 Cosine Similarity: 0.1343 Structural Similarity: 0.1538 Information Retrieval: 0.6000 Code Consistency: 0.1481 Readability: 0.4238 Weighted Score: 0.2693 Repository: TaskMatrix Scores: BLEU: 0.0087 ROUGE-1: 0.1833 ROUGE-2: 0.0399 ROUGE-L: 0.1726 Cosine Similarity: 0.4314 Structural Similarity: 0.1429 Information Retrieval: 0.6000 Code Consistency: 0.0260 Readability: 0.4319 Weighted Score: 0.2831 Repository: Deep-Live-Cam Scores: BLEU: 0.0007 ROUGE-1: 0.1471 ROUGE-2: 0.0351 ROUGE-L: 0.1394 Cosine Similarity: 0.4902 Structural Similarity: 0.1207 Information Retrieval: 0.6000 Code Consistency: 0.0108 Readability: 0.5869 Weighted Score: 0.3114 Repository: python-fire Scores: BLEU: 0.0487 ROUGE-1: 0.3139 ROUGE-2: 0.1147 ROUGE-L: 0.3004 Cosine Similarity: 0.5597 Structural Similarity: 0.5625 Information Retrieval: 0.6000 Code Consistency: 0.0160 Readability: 0.5818 Weighted Score: 0.3810 Repository: devika Scores: BLEU: 0.0301 ROUGE-1: 0.2611 ROUGE-2: 0.0810 ROUGE-L: 0.2463 Cosine Similarity: 0.6796 Structural Similarity: 0.2647 Information Retrieval: 0.8000 Code Consistency: 0.0625 Readability: 0.4481 Weighted Score: 0.3792 Repository: gpt-pilot Scores: BLEU: 0.0007 ROUGE-1: 0.1649 ROUGE-2: 0.0286 ROUGE-L: 0.1545 Cosine Similarity: 0.4776 Structural Similarity: 0.1458 Information Retrieval: 0.6000 Code Consistency: 0.0346 Readability: 0.4166 Weighted Score: 0.2843 Repository: Depix Scores: BLEU: 0.0212 ROUGE-1: 0.2371 ROUGE-2: 0.0425 ROUGE-L: 0.2337 Cosine Similarity: 0.6118 Structural Similarity: 0.3636 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.4349 Weighted Score: 0.3238 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.0214 ROUGE-1: 0.2226 ROUGE-2: 0.0433 ROUGE-L: 0.2157 Cosine Similarity: 0.4057 Structural Similarity: 0.3889 Information Retrieval: 0.6000 Code Consistency: 0.0564 Readability: 0.3923 Weighted Score: 0.3075 Repository: httpx Scores: BLEU: 0.0353 ROUGE-1: 0.2065 ROUGE-2: 0.0440 ROUGE-L: 0.2065 Cosine Similarity: 0.5395 Structural Similarity: 0.5714 Information Retrieval: 0.8000 Code Consistency: 0.0550 Readability: 0.4982 Weighted Score: 0.4006 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0019 ROUGE-1: 0.0559 ROUGE-2: 0.0073 ROUGE-L: 0.0532 Cosine Similarity: 0.0840 Structural Similarity: 0.3077 Information Retrieval: 1.0000 Code Consistency: 0.0476 Readability: 0.4278 Weighted Score: 0.3383 Repository: gpt-researcher Scores: BLEU: 0.0081 ROUGE-1: 0.1665 ROUGE-2: 0.0462 ROUGE-L: 0.1630 Cosine Similarity: 0.4457 Structural Similarity: 0.1905 Information Retrieval: 0.8000 Code Consistency: 0.0502 Readability: 0.4860 Weighted Score: 0.3442 Repository: mkdocs Scores: BLEU: 0.0618 ROUGE-1: 0.2684 ROUGE-2: 0.0646 ROUGE-L: 0.2633 Cosine Similarity: 0.5575 Structural Similarity: 0.7143 Information Retrieval: 0.6000 Code Consistency: 0.0329 Readability: 0.4779 Weighted Score: 0.3755 Repository: face_recognition Scores: BLEU: 0.0016 ROUGE-1: 0.1955 ROUGE-2: 0.0567 ROUGE-L: 0.1897 Cosine Similarity: 0.5215 Structural Similarity: 0.1860 Information Retrieval: 0.8000 Code Consistency: 0.0909 Readability: 0.4840 Weighted Score: 0.3607 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0484 ROUGE-2: 0.0061 ROUGE-L: 0.0479 Cosine Similarity: 0.4059 Structural Similarity: 0.0260 Information Retrieval: 0.6000 Code Consistency: 0.0323 Readability: 0.5368 Weighted Score: 0.2804 Repository: GPT_API_free Scores: BLEU: 0.0018 ROUGE-1: 0.0558 ROUGE-2: 0.0000 ROUGE-L: 0.0558 Cosine Similarity: 0.1602 Structural Similarity: 0.2000 Information Retrieval: 1.0000 Code Consistency: 1.0000 Readability: 0.5930 Weighted Score: 0.5585 Repository: 30-Days-Of-Python Scores: BLEU: 0.0000 ROUGE-1: 0.1166 ROUGE-2: 0.0215 ROUGE-L: 0.1135 Cosine Similarity: 0.6143 Structural Similarity: 0.0857 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.5033 Weighted Score: 0.3391 Repository: ChatPaper Scores: BLEU: 0.0000 ROUGE-1: 0.0363 ROUGE-2: 0.0018 ROUGE-L: 0.0363 Cosine Similarity: 0.0787 Structural Similarity: 0.0636 Information Retrieval: 0.8000 Code Consistency: 0.0395 Readability: 0.4576 Weighted Score: 0.2761 Repository: twint Scores: BLEU: 0.0053 ROUGE-1: 0.1653 ROUGE-2: 0.0339 ROUGE-L: 0.1627 Cosine Similarity: 0.3698 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 0.1121 Readability: 0.6674 Weighted Score: 0.3830 Repository: flask Scores: BLEU: 0.1057 ROUGE-1: 0.2877 ROUGE-2: 0.0767 ROUGE-L: 0.2808 Cosine Similarity: 0.5571 Structural Similarity: 0.2857 Information Retrieval: 1.0000 Code Consistency: 0.0651 Readability: 0.5787 Weighted Score: 0.4452 Repository: professional-programming Scores: BLEU: 0.0000 ROUGE-1: 0.0204 ROUGE-2: 0.0027 ROUGE-L: 0.0204 Cosine Similarity: 0.3604 Structural Similarity: 0.0263 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.3534 Weighted Score: 0.2308 Repository: EIPs Scores: BLEU: 0.0031 ROUGE-1: 0.1857 ROUGE-2: 0.0246 ROUGE-L: 0.1772 Cosine Similarity: 0.2031 Structural Similarity: 0.4286 Information Retrieval: 0.6000 Code Consistency: 0.0178 Readability: 0.4556 Weighted Score: 0.2911 Repository: grok-1 Scores: BLEU: 0.0529 ROUGE-1: 0.2329 ROUGE-2: 0.0538 ROUGE-L: 0.2237 Cosine Similarity: 0.5867 Structural Similarity: 0.1429 Information Retrieval: 0.6000 Code Consistency: 0.0964 Readability: 0.1679 Weighted Score: 0.2682 Repository: PyTorch-GAN Scores: BLEU: 0.0000 ROUGE-1: 0.0728 ROUGE-2: 0.0127 ROUGE-L: 0.0719 Cosine Similarity: 0.5591 Structural Similarity: 0.0301 Information Retrieval: 0.8000 Code Consistency: 0.0137 Readability: 0.2200 Weighted Score: 0.2709 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0228 ROUGE-2: 0.0028 ROUGE-L: 0.0225 Cosine Similarity: 0.1375 Structural Similarity: 0.0714 Information Retrieval: 0.8000 Code Consistency: 0.0476 Readability: 0.4931 Weighted Score: 0.2906 Repository: hackingtool Scores: BLEU: 0.0017 ROUGE-1: 0.1156 ROUGE-2: 0.0186 ROUGE-L: 0.1111 Cosine Similarity: 0.1834 Structural Similarity: 0.0700 Information Retrieval: 0.6000 Code Consistency: 0.0214 Readability: 0.4146 Weighted Score: 0.2409 Repository: cascadia-code Scores: BLEU: 0.0135 ROUGE-1: 0.1575 ROUGE-2: 0.0173 ROUGE-L: 0.1541 Cosine Similarity: 0.3056 Structural Similarity: 0.3182 Information Retrieval: 0.6000 Code Consistency: 0.1333 Readability: 0.5266 Weighted Score: 0.3267 Repository: python-cheatsheet Scores: BLEU: 0.0000 ROUGE-1: 0.0290 ROUGE-2: 0.0028 ROUGE-L: 0.0284 Cosine Similarity: 0.2987 Structural Similarity: 0.0190 Information Retrieval: 0.6000 Code Consistency: 0.0588 Readability: 0.5144 Weighted Score: 0.2684 Repository: rembg Scores: BLEU: 0.0028 ROUGE-1: 0.1750 ROUGE-2: 0.0419 ROUGE-L: 0.1587 Cosine Similarity: 0.2761 Structural Similarity: 0.3000 Information Retrieval: 0.8000 Code Consistency: 0.0696 Readability: 0.4870 Weighted Score: 0.3418 Repository: devops-exercises Scores: BLEU: 0.0000 ROUGE-1: 0.0339 ROUGE-2: 0.0047 ROUGE-L: 0.0335 Cosine Similarity: 0.3617 Structural Similarity: 0.0519 Information Retrieval: 0.8000 Code Consistency: 0.0833 Readability: 0.4298 Weighted Score: 0.3064 Repository: AutoEq Scores: BLEU: 0.0378 ROUGE-1: 0.2278 ROUGE-2: 0.0420 ROUGE-L: 0.2178 Cosine Similarity: 0.4205 Structural Similarity: 0.3929 Information Retrieval: 0.6000 Code Consistency: 0.0551 Readability: 0.3432 Weighted Score: 0.3011 Repository: MiniGPT-4 Scores: BLEU: 0.0032 ROUGE-1: 0.1608 ROUGE-2: 0.0397 ROUGE-L: 0.1526 Cosine Similarity: 0.3709 Structural Similarity: 0.3462 Information Retrieval: 0.6000 Code Consistency: 0.0265 Readability: 0.4962 Weighted Score: 0.3084 Repository: python-spider Scores: BLEU: 0.0008 ROUGE-1: 0.0369 ROUGE-2: 0.0070 ROUGE-L: 0.0369 Cosine Similarity: 0.0147 Structural Similarity: 0.5000 Information Retrieval: 0.8000 Code Consistency: 0.0148 Readability: 0.5970 Weighted Score: 0.3366 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0000 ROUGE-1: 0.1186 ROUGE-2: 0.0381 ROUGE-L: 0.1178 Cosine Similarity: 0.7273 Structural Similarity: 0.0547 Information Retrieval: 1.0000 Code Consistency: 0.0382 Readability: 0.4992 Weighted Score: 0.3949 Repository: flux Scores: BLEU: 0.0110 ROUGE-1: 0.2328 ROUGE-2: 0.0588 ROUGE-L: 0.2187 Cosine Similarity: 0.4791 Structural Similarity: 0.2500 Information Retrieval: 0.6000 Code Consistency: 0.0758 Readability: 0.3331 Weighted Score: 0.2928 Repository: pyright Scores: BLEU: 0.0224 ROUGE-1: 0.1878 ROUGE-2: 0.0228 ROUGE-L: 0.1878 Cosine Similarity: 0.3256 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.1250 Readability: 0.4116 Weighted Score: 0.3255 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0318 ROUGE-2: 0.0035 ROUGE-L: 0.0318 Cosine Similarity: 0.2909 Structural Similarity: 0.0260 Information Retrieval: 0.6000 Code Consistency: 0.0323 Readability: 0.3249 Weighted Score: 0.2254