| Evaluation Results for model: gemini-1.5-flash-exp-0827 | |
| Timestamp: 20240912_144919 | |
| Average Scores: | |
| bleu: 0.0166 | |
| rouge-1: 0.1600 | |
| rouge-2: 0.0388 | |
| rouge-l: 0.1533 | |
| cosine_similarity: 0.4187 | |
| structural_similarity: 0.2359 | |
| information_retrieval: 0.7650 | |
| code_consistency: 0.0786 | |
| readability: 0.4334 | |
| weighted_score: 0.3343 | |
| Detailed Results: | |
| Repository: labelme | |
| Scores: | |
| BLEU: 0.0045 | |
| ROUGE-1: 0.2016 | |
| ROUGE-2: 0.0558 | |
| ROUGE-L: 0.2016 | |
| Cosine Similarity: 0.3689 | |
| Structural Similarity: 0.1447 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0192 | |
| Readability: 0.5195 | |
| Weighted Score: 0.2949 | |
| Repository: gpt-engineer | |
| Scores: | |
| BLEU: 0.0241 | |
| ROUGE-1: 0.1868 | |
| ROUGE-2: 0.0356 | |
| ROUGE-L: 0.1758 | |
| Cosine Similarity: 0.5532 | |
| Structural Similarity: 0.3810 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0739 | |
| Readability: 0.3503 | |
| Weighted Score: 0.3540 | |
| Repository: ChatGLM-6B | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0630 | |
| ROUGE-2: 0.0078 | |
| ROUGE-L: 0.0612 | |
| Cosine Similarity: 0.2566 | |
| Structural Similarity: 0.1250 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0619 | |
| Readability: 0.5276 | |
| Weighted Score: 0.2805 | |
| Repository: SMSBoom | |
| Scores: | |
| BLEU: 0.0304 | |
| ROUGE-1: 0.1576 | |
| ROUGE-2: 0.0527 | |
| ROUGE-L: 0.1576 | |
| Cosine Similarity: 0.2239 | |
| Structural Similarity: 0.2500 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.1667 | |
| Readability: 0.6264 | |
| Weighted Score: 0.3813 | |
| Repository: mackup | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0703 | |
| ROUGE-2: 0.0175 | |
| ROUGE-L: 0.0692 | |
| Cosine Similarity: 0.1444 | |
| Structural Similarity: 0.1538 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0926 | |
| Readability: 0.4339 | |
| Weighted Score: 0.2604 | |
| Repository: TaskMatrix | |
| Scores: | |
| BLEU: 0.0313 | |
| ROUGE-1: 0.2038 | |
| ROUGE-2: 0.0431 | |
| ROUGE-L: 0.1942 | |
| Cosine Similarity: 0.5266 | |
| Structural Similarity: 0.1250 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0390 | |
| Readability: 0.4288 | |
| Weighted Score: 0.3766 | |
| Repository: Deep-Live-Cam | |
| Scores: | |
| BLEU: 0.0012 | |
| ROUGE-1: 0.1750 | |
| ROUGE-2: 0.0370 | |
| ROUGE-L: 0.1676 | |
| Cosine Similarity: 0.5762 | |
| Structural Similarity: 0.1207 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0215 | |
| Readability: 0.6776 | |
| Weighted Score: 0.3423 | |
| Repository: python-fire | |
| Scores: | |
| BLEU: 0.0236 | |
| ROUGE-1: 0.3237 | |
| ROUGE-2: 0.1037 | |
| ROUGE-L: 0.3092 | |
| Cosine Similarity: 0.6595 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0189 | |
| Readability: 0.5236 | |
| Weighted Score: 0.3714 | |
| Repository: devika | |
| Scores: | |
| BLEU: 0.0304 | |
| ROUGE-1: 0.2659 | |
| ROUGE-2: 0.0721 | |
| ROUGE-L: 0.2561 | |
| Cosine Similarity: 0.6576 | |
| Structural Similarity: 0.2647 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0577 | |
| Readability: 0.3493 | |
| Weighted Score: 0.3965 | |
| Repository: gpt-pilot | |
| Scores: | |
| BLEU: 0.0290 | |
| ROUGE-1: 0.2234 | |
| ROUGE-2: 0.0383 | |
| ROUGE-L: 0.2129 | |
| Cosine Similarity: 0.5484 | |
| Structural Similarity: 0.1458 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0508 | |
| Readability: 0.5215 | |
| Weighted Score: 0.4027 | |
| Repository: Depix | |
| Scores: | |
| BLEU: 0.0237 | |
| ROUGE-1: 0.2295 | |
| ROUGE-2: 0.0409 | |
| ROUGE-L: 0.2197 | |
| Cosine Similarity: 0.5191 | |
| Structural Similarity: 0.3636 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0400 | |
| Readability: 0.4329 | |
| Weighted Score: 0.3216 | |
| Repository: Real-Time-Voice-Cloning | |
| Scores: | |
| BLEU: 0.0138 | |
| ROUGE-1: 0.1797 | |
| ROUGE-2: 0.0229 | |
| ROUGE-L: 0.1797 | |
| Cosine Similarity: 0.3744 | |
| Structural Similarity: 0.3889 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0376 | |
| Readability: 0.3635 | |
| Weighted Score: 0.2907 | |
| Repository: httpx | |
| Scores: | |
| BLEU: 0.0635 | |
| ROUGE-1: 0.2023 | |
| ROUGE-2: 0.0387 | |
| ROUGE-L: 0.2023 | |
| Cosine Similarity: 0.6682 | |
| Structural Similarity: 0.5714 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0765 | |
| Readability: 0.3209 | |
| Weighted Score: 0.4246 | |
| Repository: chatgpt-mirai-qq-bot | |
| Scores: | |
| BLEU: 0.0006 | |
| ROUGE-1: 0.0771 | |
| ROUGE-2: 0.0120 | |
| ROUGE-L: 0.0771 | |
| Cosine Similarity: 0.1541 | |
| Structural Similarity: 0.2692 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0408 | |
| Readability: 0.5327 | |
| Weighted Score: 0.3627 | |
| Repository: gpt-researcher | |
| Scores: | |
| BLEU: 0.0001 | |
| ROUGE-1: 0.1148 | |
| ROUGE-2: 0.0346 | |
| ROUGE-L: 0.1128 | |
| Cosine Similarity: 0.3273 | |
| Structural Similarity: 0.1667 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0411 | |
| Readability: 0.2525 | |
| Weighted Score: 0.3169 | |
| Repository: mkdocs | |
| Scores: | |
| BLEU: 0.0413 | |
| ROUGE-1: 0.2228 | |
| ROUGE-2: 0.0733 | |
| ROUGE-L: 0.2176 | |
| Cosine Similarity: 0.5457 | |
| Structural Similarity: 0.7143 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0356 | |
| Readability: 0.5848 | |
| Weighted Score: 0.3914 | |
| Repository: face_recognition | |
| Scores: | |
| BLEU: 0.0005 | |
| ROUGE-1: 0.1937 | |
| ROUGE-2: 0.0638 | |
| ROUGE-L: 0.1800 | |
| Cosine Similarity: 0.5324 | |
| Structural Similarity: 0.1628 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.1818 | |
| Readability: 0.3452 | |
| Weighted Score: 0.3896 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0504 | |
| ROUGE-2: 0.0118 | |
| ROUGE-L: 0.0485 | |
| Cosine Similarity: 0.4647 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0484 | |
| Readability: 0.5666 | |
| Weighted Score: 0.3358 | |
| Repository: GPT_API_free | |
| Scores: | |
| BLEU: 0.0019 | |
| ROUGE-1: 0.0735 | |
| ROUGE-2: 0.0000 | |
| ROUGE-L: 0.0735 | |
| Cosine Similarity: 0.1873 | |
| Structural Similarity: 0.1750 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 1.0000 | |
| Readability: 0.5337 | |
| Weighted Score: 0.5081 | |
| Repository: 30-Days-Of-Python | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.1063 | |
| ROUGE-2: 0.0216 | |
| ROUGE-L: 0.1017 | |
| Cosine Similarity: 0.6198 | |
| Structural Similarity: 0.1000 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4820 | |
| Weighted Score: 0.3361 | |
| Repository: ChatPaper | |
| Scores: | |
| BLEU: 0.0002 | |
| ROUGE-1: 0.0765 | |
| ROUGE-2: 0.0142 | |
| ROUGE-L: 0.0742 | |
| Cosine Similarity: 0.1987 | |
| Structural Similarity: 0.0636 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0592 | |
| Readability: 0.3199 | |
| Weighted Score: 0.2676 | |
| Repository: twint | |
| Scores: | |
| BLEU: 0.0231 | |
| ROUGE-1: 0.1876 | |
| ROUGE-2: 0.0258 | |
| ROUGE-L: 0.1735 | |
| Cosine Similarity: 0.6347 | |
| Structural Similarity: 0.1750 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.1293 | |
| Readability: 0.5679 | |
| Weighted Score: 0.3957 | |
| Repository: flask | |
| Scores: | |
| BLEU: 0.1430 | |
| ROUGE-1: 0.3441 | |
| ROUGE-2: 0.1105 | |
| ROUGE-L: 0.3082 | |
| Cosine Similarity: 0.5144 | |
| Structural Similarity: 0.3571 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0680 | |
| Readability: 0.4319 | |
| Weighted Score: 0.3469 | |
| Repository: professional-programming | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0149 | |
| ROUGE-2: 0.0018 | |
| ROUGE-L: 0.0143 | |
| Cosine Similarity: 0.1973 | |
| Structural Similarity: 0.0376 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.1046 | |
| Weighted Score: 0.2054 | |
| Repository: EIPs | |
| Scores: | |
| BLEU: 0.0128 | |
| ROUGE-1: 0.1583 | |
| ROUGE-2: 0.0290 | |
| ROUGE-L: 0.1467 | |
| Cosine Similarity: 0.2478 | |
| Structural Similarity: 0.4286 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0355 | |
| Readability: 0.6011 | |
| Weighted Score: 0.3274 | |
| Repository: grok-1 | |
| Scores: | |
| BLEU: 0.0596 | |
| ROUGE-1: 0.3312 | |
| ROUGE-2: 0.1000 | |
| ROUGE-L: 0.3121 | |
| Cosine Similarity: 0.5908 | |
| Structural Similarity: 0.2857 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0361 | |
| Readability: 0.5276 | |
| Weighted Score: 0.3512 | |
| Repository: PyTorch-GAN | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0887 | |
| ROUGE-2: 0.0172 | |
| ROUGE-L: 0.0870 | |
| Cosine Similarity: 0.2773 | |
| Structural Similarity: 0.0301 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0274 | |
| Readability: -0.3746 | |
| Weighted Score: 0.1277 | |
| Repository: public-apis | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0183 | |
| ROUGE-2: 0.0014 | |
| ROUGE-L: 0.0180 | |
| Cosine Similarity: 0.1557 | |
| Structural Similarity: 0.0714 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.3554 | |
| Weighted Score: 0.2551 | |
| Repository: hackingtool | |
| Scores: | |
| BLEU: 0.0001 | |
| ROUGE-1: 0.1095 | |
| ROUGE-2: 0.0213 | |
| ROUGE-L: 0.0945 | |
| Cosine Similarity: 0.2287 | |
| Structural Similarity: 0.0600 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0214 | |
| Readability: 0.3300 | |
| Weighted Score: 0.2667 | |
| Repository: cascadia-code | |
| Scores: | |
| BLEU: 0.0124 | |
| ROUGE-1: 0.1802 | |
| ROUGE-2: 0.0357 | |
| ROUGE-L: 0.1661 | |
| Cosine Similarity: 0.4152 | |
| Structural Similarity: 0.3182 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1333 | |
| Readability: 0.5276 | |
| Weighted Score: 0.3395 | |
| Repository: python-cheatsheet | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0218 | |
| ROUGE-2: 0.0022 | |
| ROUGE-L: 0.0207 | |
| Cosine Similarity: 0.3960 | |
| Structural Similarity: 0.0166 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0588 | |
| Readability: 0.4759 | |
| Weighted Score: 0.3097 | |
| Repository: rembg | |
| Scores: | |
| BLEU: 0.0048 | |
| ROUGE-1: 0.1725 | |
| ROUGE-2: 0.0603 | |
| ROUGE-L: 0.1725 | |
| Cosine Similarity: 0.3594 | |
| Structural Similarity: 0.4250 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0609 | |
| Readability: 0.4657 | |
| Weighted Score: 0.3978 | |
| Repository: devops-exercises | |
| Scores: | |
| BLEU: 0.0034 | |
| ROUGE-1: 0.2213 | |
| ROUGE-2: 0.0657 | |
| ROUGE-L: 0.2118 | |
| Cosine Similarity: 0.7276 | |
| Structural Similarity: 0.0519 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0833 | |
| Readability: 0.4004 | |
| Weighted Score: 0.3917 | |
| Repository: AutoEq | |
| Scores: | |
| BLEU: 0.0038 | |
| ROUGE-1: 0.2068 | |
| ROUGE-2: 0.0410 | |
| ROUGE-L: 0.2068 | |
| Cosine Similarity: 0.4204 | |
| Structural Similarity: 0.3214 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0424 | |
| Readability: 0.2738 | |
| Weighted Score: 0.2730 | |
| Repository: MiniGPT-4 | |
| Scores: | |
| BLEU: 0.0011 | |
| ROUGE-1: 0.1858 | |
| ROUGE-2: 0.0400 | |
| ROUGE-L: 0.1829 | |
| Cosine Similarity: 0.4178 | |
| Structural Similarity: 0.3077 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0265 | |
| Readability: 0.5144 | |
| Weighted Score: 0.3145 | |
| Repository: python-spider | |
| Scores: | |
| BLEU: 0.0091 | |
| ROUGE-1: 0.0459 | |
| ROUGE-2: 0.0080 | |
| ROUGE-L: 0.0418 | |
| Cosine Similarity: 0.0337 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0148 | |
| Readability: 0.5084 | |
| Weighted Score: 0.2821 | |
| Repository: chatgpt-retrieval-plugin | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.1133 | |
| ROUGE-2: 0.0346 | |
| ROUGE-L: 0.1106 | |
| Cosine Similarity: 0.6954 | |
| Structural Similarity: 0.0625 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0191 | |
| Readability: 0.5205 | |
| Weighted Score: 0.3524 | |
| Repository: flux | |
| Scores: | |
| BLEU: 0.0345 | |
| ROUGE-1: 0.2773 | |
| ROUGE-2: 0.0837 | |
| ROUGE-L: 0.2675 | |
| Cosine Similarity: 0.5085 | |
| Structural Similarity: 0.2500 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0606 | |
| Readability: 0.3574 | |
| Weighted Score: 0.3039 | |
| Repository: pyright | |
| Scores: | |
| BLEU: 0.0349 | |
| ROUGE-1: 0.2725 | |
| ROUGE-2: 0.0661 | |
| ROUGE-L: 0.2551 | |
| Cosine Similarity: 0.3301 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1250 | |
| Readability: 0.4085 | |
| Weighted Score: 0.3330 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0528 | |
| ROUGE-2: 0.0106 | |
| ROUGE-L: 0.0509 | |
| Cosine Similarity: 0.4884 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0403 | |
| Readability: 0.6471 | |
| Weighted Score: 0.3927 | |