| 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 | |