Evaluation Results for model: gemini-1.5-flash-exp-0827 Timestamp: 20240912_203632 Average Scores: bleu: 0.1543 rouge-1: 0.2852 rouge-2: 0.1718 rouge-l: 0.2807 cosine_similarity: 0.5625 structural_similarity: 0.3355 information_retrieval: 0.6350 code_consistency: 0.1240 readability: 0.2415 weighted_score: 0.3300 Detailed Results: Repository: labelme Scores: BLEU: 0.0874 ROUGE-1: 0.2168 ROUGE-2: 0.0483 ROUGE-L: 0.2101 Cosine Similarity: 0.5599 Structural Similarity: 0.2237 Information Retrieval: 1.0000 Code Consistency: 0.0383 Readability: 0.3595 Weighted Score: 0.3825 Repository: gpt-engineer Scores: BLEU: 0.9187 ROUGE-1: 0.9430 ROUGE-2: 0.8978 ROUGE-L: 0.9430 Cosine Similarity: 0.9646 Structural Similarity: 0.7000 Information Retrieval: 0.8000 Code Consistency: 0.0887 Readability: 0.2464 Weighted Score: 0.5781 Repository: ChatGLM-6B Scores: BLEU: 0.3815 ROUGE-1: 0.4699 ROUGE-2: 0.3005 ROUGE-L: 0.4699 Cosine Similarity: 0.5950 Structural Similarity: 0.5357 Information Retrieval: 1.0000 Code Consistency: 0.1031 Readability: 0.2383 Weighted Score: 0.4609 Repository: SMSBoom Scores: BLEU: 0.0273 ROUGE-1: 0.1271 ROUGE-2: 0.0361 ROUGE-L: 0.1229 Cosine Similarity: 0.3553 Structural Similarity: 0.4000 Information Retrieval: 0.4000 Code Consistency: 0.1667 Readability: 0.2339 Weighted Score: 0.2479 Repository: mackup Scores: BLEU: 0.0311 ROUGE-1: 0.1085 ROUGE-2: 0.0385 ROUGE-L: 0.1036 Cosine Similarity: 0.1363 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 0.6296 Readability: 0.3625 Weighted Score: 0.4010 Repository: TaskMatrix Scores: BLEU: 0.7818 ROUGE-1: 0.8228 ROUGE-2: 0.7552 ROUGE-L: 0.8130 Cosine Similarity: 0.9561 Structural Similarity: 0.9821 Information Retrieval: 0.8000 Code Consistency: 0.3117 Readability: -0.0176 Weighted Score: 0.5705 Repository: Deep-Live-Cam Scores: BLEU: 0.0794 ROUGE-1: 0.3417 ROUGE-2: 0.2155 ROUGE-L: 0.3352 Cosine Similarity: 0.7203 Structural Similarity: 0.0172 Information Retrieval: 0.2000 Code Consistency: 0.0215 Readability: 0.4278 Weighted Score: 0.2413 Repository: python-fire Scores: BLEU: 0.0264 ROUGE-1: 0.1463 ROUGE-2: 0.0420 ROUGE-L: 0.1422 Cosine Similarity: 0.3726 Structural Similarity: 0.0455 Information Retrieval: 0.8000 Code Consistency: 0.1292 Readability: 0.2708 Weighted Score: 0.2955 Repository: devika Scores: BLEU: 0.0649 ROUGE-1: 0.2550 ROUGE-2: 0.0622 ROUGE-L: 0.2371 Cosine Similarity: 0.6790 Structural Similarity: 0.2353 Information Retrieval: 0.4000 Code Consistency: 0.0913 Readability: 0.1831 Weighted Score: 0.2513 Repository: gpt-pilot Scores: BLEU: 0.0418 ROUGE-1: 0.2049 ROUGE-2: 0.0475 ROUGE-L: 0.1997 Cosine Similarity: 0.6082 Structural Similarity: 0.3333 Information Retrieval: 0.6000 Code Consistency: 0.0370 Readability: -0.1432 Weighted Score: 0.2122 Repository: Depix Scores: BLEU: 0.0574 ROUGE-1: 0.2749 ROUGE-2: 0.0636 ROUGE-L: 0.2749 Cosine Similarity: 0.6483 Structural Similarity: 0.5000 Information Retrieval: 0.8000 Code Consistency: 0.0000 Readability: 0.4106 Weighted Score: 0.3832 Repository: Real-Time-Voice-Cloning Scores: BLEU: 0.1271 ROUGE-1: 0.2912 ROUGE-2: 0.0822 ROUGE-L: 0.2880 Cosine Similarity: 0.5456 Structural Similarity: 0.2647 Information Retrieval: 0.4000 Code Consistency: 0.0677 Readability: 0.2728 Weighted Score: 0.2639 Repository: httpx Scores: BLEU: 0.0611 ROUGE-1: 0.1683 ROUGE-2: 0.0315 ROUGE-L: 0.1655 Cosine Similarity: 0.6544 Structural Similarity: 0.1875 Information Retrieval: 0.8000 Code Consistency: 0.1193 Readability: 0.2454 Weighted Score: 0.3355 Repository: chatgpt-mirai-qq-bot Scores: BLEU: 0.0655 ROUGE-1: 0.0766 ROUGE-2: 0.0198 ROUGE-L: 0.0766 Cosine Similarity: 0.3706 Structural Similarity: 0.4231 Information Retrieval: 1.0000 Code Consistency: 0.0680 Readability: 0.3392 Weighted Score: 0.3731 Repository: gpt-researcher Scores: BLEU: 0.0363 ROUGE-1: 0.1881 ROUGE-2: 0.0498 ROUGE-L: 0.1803 Cosine Similarity: 0.7379 Structural Similarity: 0.1667 Information Retrieval: 0.6000 Code Consistency: 0.0548 Readability: 0.0038 Weighted Score: 0.2398 Repository: mkdocs Scores: BLEU: 0.0783 ROUGE-1: 0.2718 ROUGE-2: 0.0735 ROUGE-L: 0.2670 Cosine Similarity: 0.6400 Structural Similarity: 0.7143 Information Retrieval: 0.4000 Code Consistency: 0.0356 Readability: 0.3381 Weighted Score: 0.3185 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: 0.0466 ROUGE-2: 0.0094 ROUGE-L: 0.0456 Cosine Similarity: 0.4307 Structural Similarity: 0.0202 Information Retrieval: 0.2000 Code Consistency: 0.0565 Readability: 0.5053 Weighted Score: 0.2008 Repository: GPT_API_free Scores: BLEU: 0.0035 ROUGE-1: 0.0697 ROUGE-2: 0.0000 ROUGE-L: 0.0697 Cosine Similarity: 0.1395 Structural Similarity: 0.1750 Information Retrieval: 0.8000 Code Consistency: 1.0000 Readability: 0.5195 Weighted Score: 0.5004 Repository: 30-Days-Of-Python Scores: BLEU: 0.0089 ROUGE-1: 0.3016 ROUGE-2: 0.1728 ROUGE-L: 0.2988 Cosine Similarity: 0.6072 Structural Similarity: 0.0714 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: -0.1076 Weighted Score: 0.1530 Repository: ChatPaper Scores: BLEU: 0.0055 ROUGE-1: 0.0892 ROUGE-2: 0.0164 ROUGE-L: 0.0892 Cosine Similarity: 0.3753 Structural Similarity: 0.3273 Information Retrieval: 1.0000 Code Consistency: 0.0724 Readability: 0.1781 Weighted Score: 0.3274 Repository: twint Scores: BLEU: 0.0505 ROUGE-1: 0.2471 ROUGE-2: 0.0628 ROUGE-L: 0.2369 Cosine Similarity: 0.7530 Structural Similarity: 0.2000 Information Retrieval: 1.0000 Code Consistency: 0.1983 Readability: 0.4451 Weighted Score: 0.4473 Repository: flask Scores: BLEU: 0.3477 ROUGE-1: 0.6256 ROUGE-2: 0.5505 ROUGE-L: 0.6256 Cosine Similarity: 0.8000 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0710 Readability: 0.3412 Weighted Score: 0.4273 Repository: professional-programming Scores: BLEU: 0.0004 ROUGE-1: 0.0561 ROUGE-2: 0.0076 ROUGE-L: 0.0540 Cosine Similarity: 0.4377 Structural Similarity: 0.1165 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: -0.0525 Weighted Score: 0.1689 Repository: EIPs Scores: BLEU: 0.0208 ROUGE-1: 0.1651 ROUGE-2: 0.0304 ROUGE-L: 0.1651 Cosine Similarity: 0.2598 Structural Similarity: 0.2500 Information Retrieval: 0.4000 Code Consistency: 0.0533 Readability: 0.4024 Weighted Score: 0.2363 Repository: grok-1 Scores: BLEU: 0.5389 ROUGE-1: 0.7237 ROUGE-2: 0.5687 ROUGE-L: 0.7188 Cosine Similarity: 0.8895 Structural Similarity: 0.2500 Information Retrieval: 0.4000 Code Consistency: 0.0482 Readability: 0.3219 Weighted Score: 0.3890 Repository: PyTorch-GAN Scores: BLEU: 0.0095 ROUGE-1: 0.2140 ROUGE-2: 0.0682 ROUGE-L: 0.1984 Cosine Similarity: 0.6973 Structural Similarity: 0.1466 Information Retrieval: 0.6000 Code Consistency: 0.0959 Readability: -0.2603 Weighted Score: 0.1885 Repository: public-apis Scores: BLEU: 0.0000 ROUGE-1: 0.0275 ROUGE-2: 0.0041 ROUGE-L: 0.0273 Cosine Similarity: 0.1847 Structural Similarity: 0.0625 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.5706 Weighted Score: 0.2608 Repository: hackingtool Scores: BLEU: 0.9973 ROUGE-1: 0.9985 ROUGE-2: 0.9975 ROUGE-L: 0.9985 Cosine Similarity: 1.0000 Structural Similarity: 0.9900 Information Retrieval: 0.6000 Code Consistency: 0.4171 Readability: -0.8108 Weighted Score: 0.4398 Repository: cascadia-code Scores: BLEU: 0.0707 ROUGE-1: 0.2347 ROUGE-2: 0.0438 ROUGE-L: 0.2254 Cosine Similarity: 0.7122 Structural Similarity: 0.3235 Information Retrieval: 0.4000 Code Consistency: 0.0000 Readability: 0.4799 Weighted Score: 0.3035 Repository: python-cheatsheet Scores: BLEU: 0.0000 ROUGE-1: 0.0654 ROUGE-2: 0.0132 ROUGE-L: 0.0641 Cosine Similarity: 0.5017 Structural Similarity: 0.0403 Information Retrieval: 0.6000 Code Consistency: 0.1176 Readability: 0.5439 Weighted Score: 0.3113 Repository: rembg Scores: BLEU: 0.0206 ROUGE-1: 0.2056 ROUGE-2: 0.0552 ROUGE-L: 0.1906 Cosine Similarity: 0.5128 Structural Similarity: 0.4583 Information Retrieval: 0.8000 Code Consistency: 0.0696 Readability: 0.3361 Weighted Score: 0.3554 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: 0.0493 ROUGE-1: 0.2065 ROUGE-2: 0.0307 ROUGE-L: 0.1902 Cosine Similarity: 0.4410 Structural Similarity: 0.5357 Information Retrieval: 0.8000 Code Consistency: 0.1483 Readability: 0.4288 Weighted Score: 0.3923 Repository: MiniGPT-4 Scores: BLEU: 0.0213 ROUGE-1: 0.1575 ROUGE-2: 0.0212 ROUGE-L: 0.1522 Cosine Similarity: 0.5734 Structural Similarity: 0.1923 Information Retrieval: 0.2000 Code Consistency: 0.0310 Readability: -0.1929 Weighted Score: 0.0974 Repository: python-spider Scores: BLEU: 0.0375 ROUGE-1: 0.0202 ROUGE-2: 0.0018 ROUGE-L: 0.0202 Cosine Similarity: 0.0867 Structural Similarity: 0.4286 Information Retrieval: 0.8000 Code Consistency: 0.0197 Readability: 0.4349 Weighted Score: 0.3076 Repository: chatgpt-retrieval-plugin Scores: BLEU: 0.0184 ROUGE-1: 0.1297 ROUGE-2: 0.0251 ROUGE-L: 0.1239 Cosine Similarity: 0.3309 Structural Similarity: 0.3721 Information Retrieval: 1.0000 Code Consistency: 0.0510 Readability: 0.0342 Weighted Score: 0.2985 Repository: flux Scores: BLEU: 0.0637 ROUGE-1: 0.2510 ROUGE-2: 0.0592 ROUGE-L: 0.2428 Cosine Similarity: 0.6024 Structural Similarity: 0.5312 Information Retrieval: 0.8000 Code Consistency: 0.0455 Readability: 0.4166 Weighted Score: 0.3906 Repository: pyright Scores: BLEU: 0.0280 ROUGE-1: 0.2063 ROUGE-2: 0.0409 ROUGE-L: 0.2063 Cosine Similarity: 0.2768 Structural Similarity: 0.5000 Information Retrieval: 0.6000 Code Consistency: 0.0000 Readability: 0.3402 Weighted Score: 0.2837 Repository: system-design-primer Scores: BLEU: 0.0000 ROUGE-1: 0.0711 ROUGE-2: 0.0172 ROUGE-L: 0.0687 Cosine Similarity: 0.5166 Structural Similarity: 0.0116 Information Retrieval: 0.4000 Code Consistency: 0.1452 Readability: 0.5493 Weighted Score: 0.2770