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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