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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