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Evaluation Results for model: llama3.1:8b-instruct-fp16
Timestamp: 20240912_185437

Average Scores:
bleu: 0.0072
rouge-1: 0.1196
rouge-2: 0.0169
rouge-l: 0.1151
cosine_similarity: 0.3029
structural_similarity: 0.2416
information_retrieval: 0.4450
code_consistency: 0.0796
readability: 0.3790
weighted_score: 0.2443

Detailed Results:

Repository: labelme
Scores:
  BLEU: 0.0146
  ROUGE-1: 0.1632
  ROUGE-2: 0.0305
  ROUGE-L: 0.1632
  Cosine Similarity: 0.4184
  Structural Similarity: 0.1447
  Information Retrieval: 0.2000
  Code Consistency: 0.0192
  Readability: 0.3331
  Weighted Score: 0.1802

Repository: gpt-engineer
Scores:
  BLEU: 0.0232
  ROUGE-1: 0.2133
  ROUGE-2: 0.0388
  ROUGE-L: 0.2027
  Cosine Similarity: 0.4974
  Structural Similarity: 0.4706
  Information Retrieval: 0.4000
  Code Consistency: 0.0739
  Readability: 0.3158
  Weighted Score: 0.2723

Repository: ChatGLM-6B
Scores:
  BLEU: 0.0001
  ROUGE-1: 0.0700
  ROUGE-2: 0.0113
  ROUGE-L: 0.0682
  Cosine Similarity: 0.2800
  Structural Similarity: 0.2143
  Information Retrieval: 0.4000
  Code Consistency: 0.0722
  Readability: 0.4870
  Weighted Score: 0.2463

Repository: SMSBoom
Scores:
  BLEU: 0.0089
  ROUGE-1: 0.0771
  ROUGE-2: 0.0057
  ROUGE-L: 0.0771
  Cosine Similarity: 0.0722
  Structural Similarity: 0.2000
  Information Retrieval: 0.8000
  Code Consistency: 0.2222
  Readability: 0.6725
  Weighted Score: 0.3724

Repository: mackup
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.1013
  ROUGE-2: 0.0243
  ROUGE-L: 0.0949
  Cosine Similarity: 0.1715
  Structural Similarity: 0.1154
  Information Retrieval: 0.4000
  Code Consistency: 0.1481
  Readability: 0.4495
  Weighted Score: 0.2356

Repository: TaskMatrix
Scores:
  BLEU: 0.0064
  ROUGE-1: 0.1545
  ROUGE-2: 0.0220
  ROUGE-L: 0.1491
  Cosine Similarity: 0.3328
  Structural Similarity: 0.1786
  Information Retrieval: 0.4000
  Code Consistency: 0.0779
  Readability: 0.2945
  Weighted Score: 0.2172

Repository: Deep-Live-Cam
Scores:
  BLEU: 0.0154
  ROUGE-1: 0.1783
  ROUGE-2: 0.0307
  ROUGE-L: 0.1700
  Cosine Similarity: 0.4092
  Structural Similarity: 0.2069
  Information Retrieval: 0.8000
  Code Consistency: 0.0753
  Readability: 0.2566
  Weighted Score: 0.3022

Repository: python-fire
Scores:
  BLEU: 0.0071
  ROUGE-1: 0.1535
  ROUGE-2: 0.0051
  ROUGE-L: 0.1452
  Cosine Similarity: 0.1611
  Structural Similarity: 0.4375
  Information Retrieval: 0.2000
  Code Consistency: 0.0334
  Readability: 0.5114
  Weighted Score: 0.2197

Repository: devika
Scores:
  BLEU: 0.0039
  ROUGE-1: 0.1636
  ROUGE-2: 0.0174
  ROUGE-L: 0.1609
  Cosine Similarity: 0.3397
  Structural Similarity: 0.2941
  Information Retrieval: 0.6000
  Code Consistency: 0.0529
  Readability: 0.2556
  Weighted Score: 0.2569

Repository: gpt-pilot
Scores:
  BLEU: 0.0264
  ROUGE-1: 0.1636
  ROUGE-2: 0.0257
  ROUGE-L: 0.1569
  Cosine Similarity: 0.4481
  Structural Similarity: 0.4800
  Information Retrieval: 0.6000
  Code Consistency: 0.0624
  Readability: 0.3963
  Weighted Score: 0.3188

Repository: Depix
Scores:
  BLEU: 0.0038
  ROUGE-1: 0.1724
  ROUGE-2: 0.0175
  ROUGE-L: 0.1652
  Cosine Similarity: 0.3350
  Structural Similarity: 0.4091
  Information Retrieval: 0.6000
  Code Consistency: 0.0400
  Readability: 0.2058
  Weighted Score: 0.2558

Repository: Real-Time-Voice-Cloning
Scores:
  BLEU: 0.0204
  ROUGE-1: 0.1530
  ROUGE-2: 0.0324
  ROUGE-L: 0.1491
  Cosine Similarity: 0.2507
  Structural Similarity: 0.4091
  Information Retrieval: 0.6000
  Code Consistency: 0.0263
  Readability: 0.4085
  Weighted Score: 0.2862

Repository: httpx
Scores:
  BLEU: 0.0076
  ROUGE-1: 0.1764
  ROUGE-2: 0.0236
  ROUGE-L: 0.1764
  Cosine Similarity: 0.3353
  Structural Similarity: 0.5000
  Information Retrieval: 0.6000
  Code Consistency: 0.0520
  Readability: 0.4227
  Weighted Score: 0.3118

Repository: chatgpt-mirai-qq-bot
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0608
  ROUGE-2: 0.0110
  ROUGE-L: 0.0576
  Cosine Similarity: 0.0855
  Structural Similarity: 0.3846
  Information Retrieval: 0.2000
  Code Consistency: 0.0204
  Readability: 0.2292
  Weighted Score: 0.1413

Repository: gpt-researcher
Scores:
  BLEU: 0.0016
  ROUGE-1: 0.1655
  ROUGE-2: 0.0239
  ROUGE-L: 0.1585
  Cosine Similarity: 0.4465
  Structural Similarity: 0.2381
  Information Retrieval: 0.4000
  Code Consistency: 0.0502
  Readability: 0.3974
  Weighted Score: 0.2498

Repository: mkdocs
Scores:
  BLEU: 0.0077
  ROUGE-1: 0.1827
  ROUGE-2: 0.0132
  ROUGE-L: 0.1778
  Cosine Similarity: 0.2866
  Structural Similarity: 0.4375
  Information Retrieval: 0.0000
  Code Consistency: 0.0575
  Readability: 0.3649
  Weighted Score: 0.1702

Repository: face_recognition
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0954
  ROUGE-2: 0.0156
  ROUGE-L: 0.0934
  Cosine Similarity: 0.2635
  Structural Similarity: 0.1628
  Information Retrieval: 0.8000
  Code Consistency: 0.0000
  Readability: 0.3270
  Weighted Score: 0.2749

Repository: system-design-primer
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0574
  ROUGE-2: 0.0070
  ROUGE-L: 0.0555
  Cosine Similarity: 0.4427
  Structural Similarity: 0.0260
  Information Retrieval: 0.2000
  Code Consistency: 0.0645
  Readability: 0.3067
  Weighted Score: 0.1651

Repository: GPT_API_free
Scores:
  BLEU: 0.0051
  ROUGE-1: 0.0440
  ROUGE-2: 0.0000
  ROUGE-L: 0.0440
  Cosine Similarity: 0.0357
  Structural Similarity: 0.1750
  Information Retrieval: 0.8000
  Code Consistency: 1.0000
  Readability: 0.4945
  Weighted Score: 0.4834

Repository: 30-Days-Of-Python
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.1194
  ROUGE-2: 0.0218
  ROUGE-L: 0.1119
  Cosine Similarity: 0.5187
  Structural Similarity: 0.1143
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: 0.5036
  Weighted Score: 0.2925

Repository: ChatPaper
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0230
  ROUGE-2: 0.0009
  ROUGE-L: 0.0230
  Cosine Similarity: 0.0914
  Structural Similarity: 0.0727
  Information Retrieval: 0.2000
  Code Consistency: 0.0066
  Readability: 0.4126
  Weighted Score: 0.1418

Repository: twint
Scores:
  BLEU: 0.0099
  ROUGE-1: 0.1380
  ROUGE-2: 0.0243
  ROUGE-L: 0.1272
  Cosine Similarity: 0.3583
  Structural Similarity: 0.4000
  Information Retrieval: 0.6000
  Code Consistency: 0.1121
  Readability: 0.5114
  Weighted Score: 0.3312

Repository: flask
Scores:
  BLEU: 0.0305
  ROUGE-1: 0.1933
  ROUGE-2: 0.0291
  ROUGE-L: 0.1667
  Cosine Similarity: 0.2801
  Structural Similarity: 0.2857
  Information Retrieval: 0.4000
  Code Consistency: 0.0740
  Readability: -0.0125
  Weighted Score: 0.1649

Repository: professional-programming
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0294
  ROUGE-2: 0.0027
  ROUGE-L: 0.0285
  Cosine Similarity: 0.3756
  Structural Similarity: 0.0263
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: 0.3077
  Weighted Score: 0.2238

Repository: EIPs
Scores:
  BLEU: 0.0083
  ROUGE-1: 0.1401
  ROUGE-2: 0.0100
  ROUGE-L: 0.1362
  Cosine Similarity: 0.1860
  Structural Similarity: 0.4286
  Information Retrieval: 0.4000
  Code Consistency: 0.0296
  Readability: 0.1172
  Weighted Score: 0.1812

Repository: grok-1
Scores:
  BLEU: 0.0084
  ROUGE-1: 0.1846
  ROUGE-2: 0.0223
  ROUGE-L: 0.1714
  Cosine Similarity: 0.5433
  Structural Similarity: 0.1333
  Information Retrieval: 0.4000
  Code Consistency: 0.0843
  Readability: 0.5787
  Weighted Score: 0.2938

Repository: PyTorch-GAN
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0624
  ROUGE-2: 0.0101
  ROUGE-L: 0.0615
  Cosine Similarity: 0.4556
  Structural Similarity: 0.0301
  Information Retrieval: 0.2000
  Code Consistency: 0.0000
  Readability: 0.2515
  Weighted Score: 0.1433

Repository: public-apis
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0186
  ROUGE-2: 0.0031
  ROUGE-L: 0.0186
  Cosine Similarity: 0.1000
  Structural Similarity: 0.0625
  Information Retrieval: 0.4000
  Code Consistency: 0.0000
  Readability: 0.5513
  Weighted Score: 0.2079

Repository: hackingtool
Scores:
  BLEU: 0.0044
  ROUGE-1: 0.1163
  ROUGE-2: 0.0107
  ROUGE-L: 0.1142
  Cosine Similarity: 0.2302
  Structural Similarity: 0.1300
  Information Retrieval: 0.6000
  Code Consistency: 0.0695
  Readability: 0.4891
  Weighted Score: 0.2763

Repository: cascadia-code
Scores:
  BLEU: 0.0054
  ROUGE-1: 0.1157
  ROUGE-2: 0.0189
  ROUGE-L: 0.1121
  Cosine Similarity: 0.3088
  Structural Similarity: 0.0455
  Information Retrieval: 0.4000
  Code Consistency: 0.0667
  Readability: 0.5229
  Weighted Score: 0.2421

Repository: python-cheatsheet
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0315
  ROUGE-2: 0.0026
  ROUGE-L: 0.0298
  Cosine Similarity: 0.4124
  Structural Similarity: 0.0332
  Information Retrieval: 0.4000
  Code Consistency: 0.0588
  Readability: -0.1289
  Weighted Score: 0.1127

Repository: rembg
Scores:
  BLEU: 0.0019
  ROUGE-1: 0.1599
  ROUGE-2: 0.0292
  ROUGE-L: 0.1483
  Cosine Similarity: 0.2068
  Structural Similarity: 0.2500
  Information Retrieval: 0.6000
  Code Consistency: 0.0783
  Readability: 0.4529
  Weighted Score: 0.2834

Repository: devops-exercises
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0265
  ROUGE-2: 0.0041
  ROUGE-L: 0.0258
  Cosine Similarity: 0.2773
  Structural Similarity: 0.0779
  Information Retrieval: 0.2000
  Code Consistency: 0.0417
  Readability: 0.3006
  Weighted Score: 0.1459

Repository: AutoEq
Scores:
  BLEU: 0.0252
  ROUGE-1: 0.2108
  ROUGE-2: 0.0260
  ROUGE-L: 0.2034
  Cosine Similarity: 0.4367
  Structural Similarity: 0.5000
  Information Retrieval: 0.6000
  Code Consistency: 0.0847
  Readability: 0.4921
  Weighted Score: 0.3463

Repository: MiniGPT-4
Scores:
  BLEU: 0.0001
  ROUGE-1: 0.1453
  ROUGE-2: 0.0132
  ROUGE-L: 0.1453
  Cosine Similarity: 0.2666
  Structural Similarity: 0.3846
  Information Retrieval: 0.4000
  Code Consistency: 0.0288
  Readability: 0.4238
  Weighted Score: 0.2458

Repository: python-spider
Scores:
  BLEU: 0.0055
  ROUGE-1: 0.0489
  ROUGE-2: 0.0065
  ROUGE-L: 0.0489
  Cosine Similarity: 0.0460
  Structural Similarity: 0.3889
  Information Retrieval: 0.4000
  Code Consistency: 0.0296
  Readability: 0.6001
  Weighted Score: 0.2535

Repository: chatgpt-retrieval-plugin
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0887
  ROUGE-2: 0.0188
  ROUGE-L: 0.0887
  Cosine Similarity: 0.4796
  Structural Similarity: 0.0625
  Information Retrieval: 0.0000
  Code Consistency: 0.0573
  Readability: 0.4434
  Weighted Score: 0.1609

Repository: flux
Scores:
  BLEU: 0.0078
  ROUGE-1: 0.1724
  ROUGE-2: 0.0214
  ROUGE-L: 0.1690
  Cosine Similarity: 0.2646
  Structural Similarity: 0.3438
  Information Retrieval: 0.6000
  Code Consistency: 0.0909
  Readability: 0.3219
  Weighted Score: 0.2763

Repository: pyright
Scores:
  BLEU: 0.0278
  ROUGE-1: 0.1606
  ROUGE-2: 0.0366
  ROUGE-L: 0.1554
  Cosine Similarity: 0.2608
  Structural Similarity: 0.3889
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: 0.3943
  Weighted Score: 0.2784

Repository: system-design-primer
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0524
  ROUGE-2: 0.0073
  ROUGE-L: 0.0519
  Cosine Similarity: 0.4042
  Structural Similarity: 0.0202
  Information Retrieval: 0.2000
  Code Consistency: 0.1210
  Readability: 0.4992
  Weighted Score: 0.2102