| Evaluation Results for model: gemini-1.5-pro-exp-0827 | |
| Timestamp: 20240912_141225 | |
| Average Scores: | |
| bleu: 0.0255 | |
| rouge-1: 0.1527 | |
| rouge-2: 0.0497 | |
| rouge-l: 0.1486 | |
| cosine_similarity: 0.4109 | |
| structural_similarity: 0.2394 | |
| information_retrieval: 0.7282 | |
| code_consistency: 0.0673 | |
| readability: 0.4334 | |
| weighted_score: 0.3251 | |
| Detailed Results: | |
| Repository: labelme | |
| Scores: | |
| BLEU: 0.0402 | |
| ROUGE-1: 0.2322 | |
| ROUGE-2: 0.0833 | |
| ROUGE-L: 0.2210 | |
| Cosine Similarity: 0.3322 | |
| Structural Similarity: 0.1974 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0192 | |
| Readability: 0.2532 | |
| Weighted Score: 0.2894 | |
| Repository: gpt-engineer | |
| Scores: | |
| BLEU: 0.0531 | |
| ROUGE-1: 0.2120 | |
| ROUGE-2: 0.0776 | |
| ROUGE-L: 0.2068 | |
| Cosine Similarity: 0.4676 | |
| Structural Similarity: 0.3333 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0788 | |
| Readability: 0.5175 | |
| Weighted Score: 0.3813 | |
| Repository: ChatGLM-6B | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0553 | |
| ROUGE-2: 0.0147 | |
| ROUGE-L: 0.0553 | |
| Cosine Similarity: 0.1974 | |
| Structural Similarity: 0.1786 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0515 | |
| Readability: 0.4501 | |
| Weighted Score: 0.3021 | |
| Repository: SMSBoom | |
| Scores: | |
| BLEU: 0.0122 | |
| ROUGE-1: 0.1238 | |
| ROUGE-2: 0.0302 | |
| ROUGE-L: 0.1238 | |
| Cosine Similarity: 0.2549 | |
| Structural Similarity: 0.2250 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.1667 | |
| Readability: 0.5469 | |
| Weighted Score: 0.3612 | |
| Repository: mackup | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0736 | |
| ROUGE-2: 0.0198 | |
| ROUGE-L: 0.0736 | |
| Cosine Similarity: 0.0800 | |
| Structural Similarity: 0.1538 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1852 | |
| Readability: 0.4380 | |
| Weighted Score: 0.2736 | |
| Repository: TaskMatrix | |
| Scores: | |
| BLEU: 0.0103 | |
| ROUGE-1: 0.1890 | |
| ROUGE-2: 0.0448 | |
| ROUGE-L: 0.1836 | |
| Cosine Similarity: 0.5116 | |
| Structural Similarity: 0.1250 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0519 | |
| Readability: 0.3534 | |
| Weighted Score: 0.3197 | |
| Repository: Deep-Live-Cam | |
| Scores: | |
| BLEU: 0.0393 | |
| ROUGE-1: 0.2589 | |
| ROUGE-2: 0.1162 | |
| ROUGE-L: 0.2470 | |
| Cosine Similarity: 0.5811 | |
| Structural Similarity: 0.1379 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0108 | |
| Readability: 0.3892 | |
| Weighted Score: 0.2966 | |
| Repository: python-fire | |
| Scores: | |
| BLEU: 0.0366 | |
| ROUGE-1: 0.3501 | |
| ROUGE-2: 0.1350 | |
| ROUGE-L: 0.3453 | |
| Cosine Similarity: 0.6680 | |
| Structural Similarity: 0.5625 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0218 | |
| Readability: 0.7060 | |
| Weighted Score: 0.5000 | |
| Repository: devika | |
| Scores: | |
| BLEU: 0.0098 | |
| ROUGE-1: 0.2585 | |
| ROUGE-2: 0.1066 | |
| ROUGE-L: 0.2449 | |
| Cosine Similarity: 0.6459 | |
| Structural Similarity: 0.2647 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0481 | |
| Readability: 0.3544 | |
| Weighted Score: 0.3529 | |
| Repository: gpt-pilot | |
| Scores: | |
| BLEU: 0.0024 | |
| ROUGE-1: 0.1593 | |
| ROUGE-2: 0.0259 | |
| ROUGE-L: 0.1554 | |
| Cosine Similarity: 0.4810 | |
| Structural Similarity: 0.1875 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0600 | |
| Readability: 0.4075 | |
| Weighted Score: 0.2920 | |
| Repository: Depix | |
| Scores: | |
| BLEU: 0.0316 | |
| ROUGE-1: 0.2478 | |
| ROUGE-2: 0.0579 | |
| ROUGE-L: 0.2443 | |
| Cosine Similarity: 0.6090 | |
| Structural Similarity: 0.5455 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4390 | |
| Weighted Score: 0.3448 | |
| Repository: Real-Time-Voice-Cloning | |
| Scores: | |
| BLEU: 0.0787 | |
| ROUGE-1: 0.2448 | |
| ROUGE-2: 0.0618 | |
| ROUGE-L: 0.2414 | |
| Cosine Similarity: 0.4106 | |
| Structural Similarity: 0.3750 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0414 | |
| Readability: 0.4441 | |
| Weighted Score: 0.3218 | |
| Repository: httpx | |
| Scores: | |
| BLEU: 0.0071 | |
| ROUGE-1: 0.1834 | |
| ROUGE-2: 0.0223 | |
| ROUGE-L: 0.1791 | |
| Cosine Similarity: 0.3570 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0367 | |
| Readability: 0.4891 | |
| Weighted Score: 0.3244 | |
| Repository: chatgpt-mirai-qq-bot | |
| Scores: | |
| BLEU: 0.0002 | |
| ROUGE-1: 0.0579 | |
| ROUGE-2: 0.0082 | |
| ROUGE-L: 0.0579 | |
| Cosine Similarity: 0.1466 | |
| Structural Similarity: 0.2692 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0340 | |
| Readability: 0.4288 | |
| Weighted Score: 0.3383 | |
| Repository: gpt-researcher | |
| Scores: | |
| BLEU: 0.0010 | |
| ROUGE-1: 0.1813 | |
| ROUGE-2: 0.0637 | |
| ROUGE-L: 0.1758 | |
| Cosine Similarity: 0.5569 | |
| Structural Similarity: 0.2143 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0502 | |
| Readability: 0.4339 | |
| Weighted Score: 0.3481 | |
| Repository: mkdocs | |
| Scores: | |
| BLEU: 0.1111 | |
| ROUGE-1: 0.2553 | |
| ROUGE-2: 0.1221 | |
| ROUGE-L: 0.2553 | |
| Cosine Similarity: 0.5200 | |
| Structural Similarity: 0.7143 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0301 | |
| Readability: 0.4116 | |
| Weighted Score: 0.4040 | |
| Repository: face_recognition | |
| Scores: | |
| BLEU: 0.0003 | |
| ROUGE-1: 0.2063 | |
| ROUGE-2: 0.0941 | |
| ROUGE-L: 0.1925 | |
| Cosine Similarity: 0.5608 | |
| Structural Similarity: 0.1860 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1364 | |
| Readability: 0.4698 | |
| Weighted Score: 0.3324 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0540 | |
| ROUGE-2: 0.0098 | |
| ROUGE-L: 0.0525 | |
| Cosine Similarity: 0.4289 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0806 | |
| Readability: 0.4248 | |
| Weighted Score: 0.3105 | |
| Repository: GPT_API_free | |
| Scores: | |
| BLEU: 0.0078 | |
| ROUGE-1: 0.0685 | |
| ROUGE-2: 0.0034 | |
| ROUGE-L: 0.0685 | |
| Cosine Similarity: 0.1779 | |
| Structural Similarity: 0.1750 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 1.0000 | |
| Readability: 0.5347 | |
| Weighted Score: 0.5477 | |
| Repository: 30-Days-Of-Python | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0973 | |
| ROUGE-2: 0.0159 | |
| ROUGE-L: 0.0941 | |
| Cosine Similarity: 0.5063 | |
| Structural Similarity: 0.1000 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4532 | |
| Weighted Score: 0.3182 | |
| Repository: ChatPaper | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0891 | |
| ROUGE-2: 0.0284 | |
| ROUGE-L: 0.0891 | |
| Cosine Similarity: 0.2209 | |
| Structural Similarity: 0.1000 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0592 | |
| Readability: 0.2789 | |
| Weighted Score: 0.2666 | |
| Repository: twint | |
| Scores: | |
| BLEU: 0.0001 | |
| ROUGE-1: 0.1170 | |
| ROUGE-2: 0.0106 | |
| ROUGE-L: 0.1111 | |
| Cosine Similarity: 0.3127 | |
| Structural Similarity: 0.1750 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0517 | |
| Readability: 0.6336 | |
| Weighted Score: 0.3538 | |
| Repository: professional-programming | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0178 | |
| ROUGE-2: 0.0026 | |
| ROUGE-L: 0.0169 | |
| Cosine Similarity: 0.4101 | |
| Structural Similarity: 0.0263 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4491 | |
| Weighted Score: 0.2547 | |
| Repository: EIPs | |
| Scores: | |
| BLEU: 0.0024 | |
| ROUGE-1: 0.1435 | |
| ROUGE-2: 0.0173 | |
| ROUGE-L: 0.1435 | |
| Cosine Similarity: 0.1977 | |
| Structural Similarity: 0.4286 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0059 | |
| Readability: 0.3645 | |
| Weighted Score: 0.2671 | |
| Repository: grok-1 | |
| Scores: | |
| BLEU: 0.0895 | |
| ROUGE-1: 0.2784 | |
| ROUGE-2: 0.0724 | |
| ROUGE-L: 0.2614 | |
| Cosine Similarity: 0.6165 | |
| Structural Similarity: 0.2857 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0482 | |
| Readability: 0.4197 | |
| Weighted Score: 0.3732 | |
| Repository: PyTorch-GAN | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0775 | |
| ROUGE-2: 0.0131 | |
| ROUGE-L: 0.0713 | |
| Cosine Similarity: 0.3943 | |
| Structural Similarity: 0.0301 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0137 | |
| Readability: 0.2363 | |
| Weighted Score: 0.2579 | |
| Repository: public-apis | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0197 | |
| ROUGE-2: 0.0038 | |
| ROUGE-L: 0.0197 | |
| Cosine Similarity: 0.2023 | |
| Structural Similarity: 0.0714 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4789 | |
| Weighted Score: 0.2846 | |
| Repository: hackingtool | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0920 | |
| ROUGE-2: 0.0190 | |
| ROUGE-L: 0.0867 | |
| Cosine Similarity: 0.2541 | |
| Structural Similarity: 0.0700 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0160 | |
| Readability: 0.2667 | |
| Weighted Score: 0.2156 | |
| Repository: cascadia-code | |
| Scores: | |
| BLEU: 0.0110 | |
| ROUGE-1: 0.1651 | |
| ROUGE-2: 0.0214 | |
| ROUGE-L: 0.1576 | |
| Cosine Similarity: 0.4769 | |
| Structural Similarity: 0.3182 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.5398 | |
| Weighted Score: 0.3201 | |
| Repository: python-cheatsheet | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0185 | |
| ROUGE-2: 0.0021 | |
| ROUGE-L: 0.0178 | |
| Cosine Similarity: 0.3837 | |
| Structural Similarity: 0.0166 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.5818 | |
| Weighted Score: 0.3177 | |
| Repository: rembg | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0614 | |
| ROUGE-2: 0.0205 | |
| ROUGE-L: 0.0585 | |
| Cosine Similarity: 0.2831 | |
| Structural Similarity: 0.2000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0087 | |
| Readability: 0.2089 | |
| Weighted Score: 0.2165 | |
| Repository: devops-exercises | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0334 | |
| ROUGE-2: 0.0059 | |
| ROUGE-L: 0.0323 | |
| Cosine Similarity: 0.3660 | |
| Structural Similarity: 0.0519 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0417 | |
| Readability: 0.5002 | |
| Weighted Score: 0.2726 | |
| Repository: AutoEq | |
| Scores: | |
| BLEU: 0.0008 | |
| ROUGE-1: 0.1523 | |
| ROUGE-2: 0.0268 | |
| ROUGE-L: 0.1490 | |
| Cosine Similarity: 0.3852 | |
| Structural Similarity: 0.3214 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0212 | |
| Readability: 0.1923 | |
| Weighted Score: 0.2444 | |
| Repository: MiniGPT-4 | |
| Scores: | |
| BLEU: 0.0013 | |
| ROUGE-1: 0.1623 | |
| ROUGE-2: 0.0355 | |
| ROUGE-L: 0.1623 | |
| Cosine Similarity: 0.5084 | |
| Structural Similarity: 0.3077 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0199 | |
| Readability: 0.5276 | |
| Weighted Score: 0.3233 | |
| Repository: python-spider | |
| Scores: | |
| BLEU: 0.0011 | |
| ROUGE-1: 0.0534 | |
| ROUGE-2: 0.0065 | |
| ROUGE-L: 0.0534 | |
| Cosine Similarity: 0.0528 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0197 | |
| Readability: 0.5287 | |
| Weighted Score: 0.2889 | |
| Repository: chatgpt-retrieval-plugin | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.1091 | |
| ROUGE-2: 0.0372 | |
| ROUGE-L: 0.1064 | |
| Cosine Similarity: 0.7106 | |
| Structural Similarity: 0.0625 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0446 | |
| Readability: 0.4400 | |
| Weighted Score: 0.3427 | |
| Repository: flux | |
| Scores: | |
| BLEU: 0.0368 | |
| ROUGE-1: 0.2656 | |
| ROUGE-2: 0.0802 | |
| ROUGE-L: 0.2525 | |
| Cosine Similarity: 0.5867 | |
| Structural Similarity: 0.3750 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0909 | |
| Readability: 0.4952 | |
| Weighted Score: 0.3971 | |
| Repository: pyright | |
| Scores: | |
| BLEU: 0.4108 | |
| ROUGE-1: 0.5405 | |
| ROUGE-2: 0.4121 | |
| ROUGE-L: 0.5405 | |
| Cosine Similarity: 0.6189 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4309 | |
| Weighted Score: 0.4090 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0497 | |
| ROUGE-2: 0.0090 | |
| ROUGE-L: 0.0478 | |
| Cosine Similarity: 0.5507 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0806 | |
| Readability: 0.3852 | |
| Weighted Score: 0.3144 | |