| Evaluation Results for model: gpt-4o-2024-08-06 | |
| Timestamp: 20240912_155645 | |
| Average Scores: | |
| bleu: 0.0168 | |
| rouge-1: 0.1536 | |
| rouge-2: 0.0359 | |
| rouge-l: 0.1481 | |
| cosine_similarity: 0.4000 | |
| structural_similarity: 0.2391 | |
| information_retrieval: 0.7450 | |
| code_consistency: 0.0836 | |
| readability: 0.4433 | |
| weighted_score: 0.3313 | |
| Detailed Results: | |
| Repository: labelme | |
| Scores: | |
| BLEU: 0.0108 | |
| ROUGE-1: 0.1953 | |
| ROUGE-2: 0.0443 | |
| ROUGE-L: 0.1893 | |
| Cosine Similarity: 0.4387 | |
| Structural Similarity: 0.1447 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0319 | |
| Readability: 0.4481 | |
| Weighted Score: 0.3298 | |
| Repository: gpt-engineer | |
| Scores: | |
| BLEU: 0.0247 | |
| ROUGE-1: 0.2326 | |
| ROUGE-2: 0.0348 | |
| ROUGE-L: 0.2216 | |
| Cosine Similarity: 0.4803 | |
| Structural Similarity: 0.3333 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0788 | |
| Readability: 0.4471 | |
| Weighted Score: 0.3654 | |
| Repository: ChatGLM-6B | |
| Scores: | |
| BLEU: 0.0006 | |
| ROUGE-1: 0.0617 | |
| ROUGE-2: 0.0159 | |
| ROUGE-L: 0.0617 | |
| Cosine Similarity: 0.2239 | |
| Structural Similarity: 0.1964 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0825 | |
| Readability: 0.3726 | |
| Weighted Score: 0.2978 | |
| Repository: SMSBoom | |
| Scores: | |
| BLEU: 0.0283 | |
| ROUGE-1: 0.1327 | |
| ROUGE-2: 0.0411 | |
| ROUGE-L: 0.1294 | |
| Cosine Similarity: 0.2083 | |
| Structural Similarity: 0.2250 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.1944 | |
| Readability: 0.5256 | |
| Weighted Score: 0.3603 | |
| Repository: mackup | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0828 | |
| ROUGE-2: 0.0195 | |
| ROUGE-L: 0.0796 | |
| Cosine Similarity: 0.1357 | |
| Structural Similarity: 0.0192 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1481 | |
| Readability: 0.5012 | |
| Weighted Score: 0.2715 | |
| Repository: TaskMatrix | |
| Scores: | |
| BLEU: 0.0069 | |
| ROUGE-1: 0.2016 | |
| ROUGE-2: 0.0380 | |
| ROUGE-L: 0.1883 | |
| Cosine Similarity: 0.4663 | |
| Structural Similarity: 0.1607 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0519 | |
| Readability: 0.4136 | |
| Weighted Score: 0.3308 | |
| Repository: Deep-Live-Cam | |
| Scores: | |
| BLEU: 0.0032 | |
| ROUGE-1: 0.1970 | |
| ROUGE-2: 0.0439 | |
| ROUGE-L: 0.1898 | |
| Cosine Similarity: 0.5934 | |
| Structural Similarity: 0.1207 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0108 | |
| Readability: 0.5919 | |
| Weighted Score: 0.3667 | |
| Repository: python-fire | |
| Scores: | |
| BLEU: 0.0794 | |
| ROUGE-1: 0.3263 | |
| ROUGE-2: 0.1231 | |
| ROUGE-L: 0.3136 | |
| Cosine Similarity: 0.6743 | |
| Structural Similarity: 0.5625 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0218 | |
| Readability: 0.4921 | |
| Weighted Score: 0.4199 | |
| Repository: devika | |
| Scores: | |
| BLEU: 0.0252 | |
| ROUGE-1: 0.2424 | |
| ROUGE-2: 0.0723 | |
| ROUGE-L: 0.2350 | |
| Cosine Similarity: 0.6301 | |
| Structural Similarity: 0.2647 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0673 | |
| Readability: 0.3574 | |
| Weighted Score: 0.3953 | |
| Repository: gpt-pilot | |
| Scores: | |
| BLEU: 0.0011 | |
| ROUGE-1: 0.1468 | |
| ROUGE-2: 0.0191 | |
| ROUGE-L: 0.1407 | |
| Cosine Similarity: 0.3637 | |
| Structural Similarity: 0.1458 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0370 | |
| Readability: 0.4931 | |
| Weighted Score: 0.3273 | |
| Repository: Depix | |
| Scores: | |
| BLEU: 0.0293 | |
| ROUGE-1: 0.2059 | |
| ROUGE-2: 0.0389 | |
| ROUGE-L: 0.2026 | |
| Cosine Similarity: 0.5491 | |
| Structural Similarity: 0.5455 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.2677 | |
| Weighted Score: 0.3009 | |
| Repository: Real-Time-Voice-Cloning | |
| Scores: | |
| BLEU: 0.0306 | |
| ROUGE-1: 0.1965 | |
| ROUGE-2: 0.0385 | |
| ROUGE-L: 0.1895 | |
| Cosine Similarity: 0.3615 | |
| Structural Similarity: 0.4500 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0451 | |
| Readability: 0.4512 | |
| Weighted Score: 0.3177 | |
| Repository: httpx | |
| Scores: | |
| BLEU: 0.0367 | |
| ROUGE-1: 0.2333 | |
| ROUGE-2: 0.0730 | |
| ROUGE-L: 0.2296 | |
| Cosine Similarity: 0.5416 | |
| Structural Similarity: 0.5714 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0398 | |
| Readability: 0.5084 | |
| Weighted Score: 0.4425 | |
| Repository: chatgpt-mirai-qq-bot | |
| Scores: | |
| BLEU: 0.0020 | |
| ROUGE-1: 0.0593 | |
| ROUGE-2: 0.0122 | |
| ROUGE-L: 0.0593 | |
| Cosine Similarity: 0.0751 | |
| Structural Similarity: 0.2692 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0238 | |
| Readability: 0.4931 | |
| Weighted Score: 0.3024 | |
| Repository: gpt-researcher | |
| Scores: | |
| BLEU: 0.0019 | |
| ROUGE-1: 0.1951 | |
| ROUGE-2: 0.0649 | |
| ROUGE-L: 0.1897 | |
| Cosine Similarity: 0.5946 | |
| Structural Similarity: 0.2381 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0548 | |
| Readability: 0.4288 | |
| Weighted Score: 0.3552 | |
| Repository: mkdocs | |
| Scores: | |
| BLEU: 0.0670 | |
| ROUGE-1: 0.2464 | |
| ROUGE-2: 0.0883 | |
| ROUGE-L: 0.2464 | |
| Cosine Similarity: 0.5316 | |
| Structural Similarity: 0.7143 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0329 | |
| Readability: 0.5134 | |
| Weighted Score: 0.3800 | |
| Repository: face_recognition | |
| Scores: | |
| BLEU: 0.0005 | |
| ROUGE-1: 0.2015 | |
| ROUGE-2: 0.0587 | |
| ROUGE-L: 0.1900 | |
| Cosine Similarity: 0.6090 | |
| Structural Similarity: 0.1512 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.1364 | |
| Readability: 0.4116 | |
| Weighted Score: 0.3607 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0654 | |
| ROUGE-2: 0.0105 | |
| ROUGE-L: 0.0630 | |
| Cosine Similarity: 0.4926 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0565 | |
| Readability: 0.3923 | |
| Weighted Score: 0.3063 | |
| Repository: GPT_API_free | |
| Scores: | |
| BLEU: 0.0062 | |
| ROUGE-1: 0.0587 | |
| ROUGE-2: 0.0000 | |
| ROUGE-L: 0.0542 | |
| Cosine Similarity: 0.1376 | |
| Structural Similarity: 0.1750 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 1.0000 | |
| Readability: 0.5134 | |
| Weighted Score: 0.4983 | |
| Repository: 30-Days-Of-Python | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.1228 | |
| ROUGE-2: 0.0203 | |
| ROUGE-L: 0.1228 | |
| Cosine Similarity: 0.6194 | |
| Structural Similarity: 0.1000 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.5848 | |
| Weighted Score: 0.3578 | |
| Repository: ChatPaper | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0659 | |
| ROUGE-2: 0.0164 | |
| ROUGE-L: 0.0647 | |
| Cosine Similarity: 0.1535 | |
| Structural Similarity: 0.0636 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0592 | |
| Readability: 0.3574 | |
| Weighted Score: 0.3100 | |
| Repository: twint | |
| Scores: | |
| BLEU: 0.0036 | |
| ROUGE-1: 0.1667 | |
| ROUGE-2: 0.0207 | |
| ROUGE-L: 0.1587 | |
| Cosine Similarity: 0.3566 | |
| Structural Similarity: 0.2500 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0862 | |
| Readability: 0.5398 | |
| Weighted Score: 0.3578 | |
| Repository: flask | |
| Scores: | |
| BLEU: 0.0951 | |
| ROUGE-1: 0.2691 | |
| ROUGE-2: 0.0945 | |
| ROUGE-L: 0.2639 | |
| Cosine Similarity: 0.5647 | |
| Structural Similarity: 0.3571 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0858 | |
| Readability: 0.6001 | |
| Weighted Score: 0.4199 | |
| Repository: professional-programming | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0216 | |
| ROUGE-2: 0.0025 | |
| ROUGE-L: 0.0213 | |
| Cosine Similarity: 0.3674 | |
| Structural Similarity: 0.0038 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.4258 | |
| Weighted Score: 0.2438 | |
| Repository: EIPs | |
| Scores: | |
| BLEU: 0.0328 | |
| ROUGE-1: 0.1881 | |
| ROUGE-2: 0.0394 | |
| ROUGE-L: 0.1808 | |
| Cosine Similarity: 0.3856 | |
| Structural Similarity: 0.4286 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0059 | |
| Readability: 0.4217 | |
| Weighted Score: 0.3039 | |
| Repository: grok-1 | |
| Scores: | |
| BLEU: 0.0629 | |
| ROUGE-1: 0.2760 | |
| ROUGE-2: 0.0747 | |
| ROUGE-L: 0.2579 | |
| Cosine Similarity: 0.5838 | |
| Structural Similarity: 0.2000 | |
| Information Retrieval: 1.0000 | |
| Code Consistency: 0.0723 | |
| Readability: 0.3280 | |
| Weighted Score: 0.3851 | |
| Repository: PyTorch-GAN | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0949 | |
| ROUGE-2: 0.0151 | |
| ROUGE-L: 0.0914 | |
| Cosine Similarity: 0.5492 | |
| Structural Similarity: 0.0301 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0137 | |
| Readability: 0.3412 | |
| Weighted Score: 0.2956 | |
| Repository: public-apis | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0215 | |
| ROUGE-2: 0.0020 | |
| ROUGE-L: 0.0212 | |
| Cosine Similarity: 0.1044 | |
| Structural Similarity: 0.0714 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0476 | |
| Readability: 0.4309 | |
| Weighted Score: 0.2348 | |
| Repository: hackingtool | |
| Scores: | |
| BLEU: 0.0013 | |
| ROUGE-1: 0.1249 | |
| ROUGE-2: 0.0127 | |
| ROUGE-L: 0.1139 | |
| Cosine Similarity: 0.2440 | |
| Structural Similarity: 0.0700 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0642 | |
| Readability: 0.4227 | |
| Weighted Score: 0.2573 | |
| Repository: cascadia-code | |
| Scores: | |
| BLEU: 0.0170 | |
| ROUGE-1: 0.1990 | |
| ROUGE-2: 0.0376 | |
| ROUGE-L: 0.1955 | |
| Cosine Similarity: 0.3703 | |
| Structural Similarity: 0.3636 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1333 | |
| Readability: 0.5879 | |
| Weighted Score: 0.3538 | |
| Repository: python-cheatsheet | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0255 | |
| ROUGE-2: 0.0022 | |
| ROUGE-L: 0.0242 | |
| Cosine Similarity: 0.2996 | |
| Structural Similarity: 0.0024 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1765 | |
| Readability: 0.4288 | |
| Weighted Score: 0.2730 | |
| Repository: rembg | |
| Scores: | |
| BLEU: 0.0009 | |
| ROUGE-1: 0.1674 | |
| ROUGE-2: 0.0406 | |
| ROUGE-L: 0.1605 | |
| Cosine Similarity: 0.3103 | |
| Structural Similarity: 0.2500 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0609 | |
| Readability: 0.4688 | |
| Weighted Score: 0.2944 | |
| Repository: devops-exercises | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0363 | |
| ROUGE-2: 0.0037 | |
| ROUGE-L: 0.0339 | |
| Cosine Similarity: 0.3432 | |
| Structural Similarity: 0.0714 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0417 | |
| Readability: 0.3493 | |
| Weighted Score: 0.2421 | |
| Repository: AutoEq | |
| Scores: | |
| BLEU: 0.0128 | |
| ROUGE-1: 0.2108 | |
| ROUGE-2: 0.0289 | |
| ROUGE-L: 0.2000 | |
| Cosine Similarity: 0.3421 | |
| Structural Similarity: 0.2857 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0424 | |
| Readability: 0.3503 | |
| Weighted Score: 0.3173 | |
| Repository: MiniGPT-4 | |
| Scores: | |
| BLEU: 0.0023 | |
| ROUGE-1: 0.1644 | |
| ROUGE-2: 0.0223 | |
| ROUGE-L: 0.1590 | |
| Cosine Similarity: 0.2945 | |
| Structural Similarity: 0.3077 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0354 | |
| Readability: 0.4268 | |
| Weighted Score: 0.2845 | |
| Repository: python-spider | |
| Scores: | |
| BLEU: 0.0065 | |
| ROUGE-1: 0.0427 | |
| ROUGE-2: 0.0110 | |
| ROUGE-L: 0.0427 | |
| Cosine Similarity: 0.0582 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0443 | |
| Readability: 0.5327 | |
| Weighted Score: 0.3351 | |
| Repository: chatgpt-retrieval-plugin | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.1391 | |
| ROUGE-2: 0.0284 | |
| ROUGE-L: 0.1340 | |
| Cosine Similarity: 0.6506 | |
| Structural Similarity: 0.0547 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0510 | |
| Readability: 0.4207 | |
| Weighted Score: 0.3349 | |
| Repository: flux | |
| Scores: | |
| BLEU: 0.0410 | |
| ROUGE-1: 0.2582 | |
| ROUGE-2: 0.0676 | |
| ROUGE-L: 0.2551 | |
| Cosine Similarity: 0.4717 | |
| Structural Similarity: 0.3125 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.1212 | |
| Readability: 0.3463 | |
| Weighted Score: 0.3154 | |
| Repository: pyright | |
| Scores: | |
| BLEU: 0.0403 | |
| ROUGE-1: 0.1989 | |
| ROUGE-2: 0.0450 | |
| ROUGE-L: 0.1823 | |
| Cosine Similarity: 0.2963 | |
| Structural Similarity: 0.5000 | |
| Information Retrieval: 0.6000 | |
| Code Consistency: 0.0000 | |
| Readability: 0.3178 | |
| Weighted Score: 0.2815 | |
| Repository: system-design-primer | |
| Scores: | |
| BLEU: 0.0000 | |
| ROUGE-1: 0.0690 | |
| ROUGE-2: 0.0116 | |
| ROUGE-L: 0.0666 | |
| Cosine Similarity: 0.5266 | |
| Structural Similarity: 0.0260 | |
| Information Retrieval: 0.8000 | |
| Code Consistency: 0.0887 | |
| Readability: 0.4288 | |
| Weighted Score: 0.3237 | |