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Evaluation Results for model: gemini-1.5-flash-exp-0827
Timestamp: 20240912_203632

Average Scores:
bleu: 0.1543
rouge-1: 0.2852
rouge-2: 0.1718
rouge-l: 0.2807
cosine_similarity: 0.5625
structural_similarity: 0.3355
information_retrieval: 0.6350
code_consistency: 0.1240
readability: 0.2415
weighted_score: 0.3300

Detailed Results:

Repository: labelme
Scores:
  BLEU: 0.0874
  ROUGE-1: 0.2168
  ROUGE-2: 0.0483
  ROUGE-L: 0.2101
  Cosine Similarity: 0.5599
  Structural Similarity: 0.2237
  Information Retrieval: 1.0000
  Code Consistency: 0.0383
  Readability: 0.3595
  Weighted Score: 0.3825

Repository: gpt-engineer
Scores:
  BLEU: 0.9187
  ROUGE-1: 0.9430
  ROUGE-2: 0.8978
  ROUGE-L: 0.9430
  Cosine Similarity: 0.9646
  Structural Similarity: 0.7000
  Information Retrieval: 0.8000
  Code Consistency: 0.0887
  Readability: 0.2464
  Weighted Score: 0.5781

Repository: ChatGLM-6B
Scores:
  BLEU: 0.3815
  ROUGE-1: 0.4699
  ROUGE-2: 0.3005
  ROUGE-L: 0.4699
  Cosine Similarity: 0.5950
  Structural Similarity: 0.5357
  Information Retrieval: 1.0000
  Code Consistency: 0.1031
  Readability: 0.2383
  Weighted Score: 0.4609

Repository: SMSBoom
Scores:
  BLEU: 0.0273
  ROUGE-1: 0.1271
  ROUGE-2: 0.0361
  ROUGE-L: 0.1229
  Cosine Similarity: 0.3553
  Structural Similarity: 0.4000
  Information Retrieval: 0.4000
  Code Consistency: 0.1667
  Readability: 0.2339
  Weighted Score: 0.2479

Repository: mackup
Scores:
  BLEU: 0.0311
  ROUGE-1: 0.1085
  ROUGE-2: 0.0385
  ROUGE-L: 0.1036
  Cosine Similarity: 0.1363
  Structural Similarity: 0.1750
  Information Retrieval: 0.8000
  Code Consistency: 0.6296
  Readability: 0.3625
  Weighted Score: 0.4010

Repository: TaskMatrix
Scores:
  BLEU: 0.7818
  ROUGE-1: 0.8228
  ROUGE-2: 0.7552
  ROUGE-L: 0.8130
  Cosine Similarity: 0.9561
  Structural Similarity: 0.9821
  Information Retrieval: 0.8000
  Code Consistency: 0.3117
  Readability: -0.0176
  Weighted Score: 0.5705

Repository: Deep-Live-Cam
Scores:
  BLEU: 0.0794
  ROUGE-1: 0.3417
  ROUGE-2: 0.2155
  ROUGE-L: 0.3352
  Cosine Similarity: 0.7203
  Structural Similarity: 0.0172
  Information Retrieval: 0.2000
  Code Consistency: 0.0215
  Readability: 0.4278
  Weighted Score: 0.2413

Repository: python-fire
Scores:
  BLEU: 0.0264
  ROUGE-1: 0.1463
  ROUGE-2: 0.0420
  ROUGE-L: 0.1422
  Cosine Similarity: 0.3726
  Structural Similarity: 0.0455
  Information Retrieval: 0.8000
  Code Consistency: 0.1292
  Readability: 0.2708
  Weighted Score: 0.2955

Repository: devika
Scores:
  BLEU: 0.0649
  ROUGE-1: 0.2550
  ROUGE-2: 0.0622
  ROUGE-L: 0.2371
  Cosine Similarity: 0.6790
  Structural Similarity: 0.2353
  Information Retrieval: 0.4000
  Code Consistency: 0.0913
  Readability: 0.1831
  Weighted Score: 0.2513

Repository: gpt-pilot
Scores:
  BLEU: 0.0418
  ROUGE-1: 0.2049
  ROUGE-2: 0.0475
  ROUGE-L: 0.1997
  Cosine Similarity: 0.6082
  Structural Similarity: 0.3333
  Information Retrieval: 0.6000
  Code Consistency: 0.0370
  Readability: -0.1432
  Weighted Score: 0.2122

Repository: Depix
Scores:
  BLEU: 0.0574
  ROUGE-1: 0.2749
  ROUGE-2: 0.0636
  ROUGE-L: 0.2749
  Cosine Similarity: 0.6483
  Structural Similarity: 0.5000
  Information Retrieval: 0.8000
  Code Consistency: 0.0000
  Readability: 0.4106
  Weighted Score: 0.3832

Repository: Real-Time-Voice-Cloning
Scores:
  BLEU: 0.1271
  ROUGE-1: 0.2912
  ROUGE-2: 0.0822
  ROUGE-L: 0.2880
  Cosine Similarity: 0.5456
  Structural Similarity: 0.2647
  Information Retrieval: 0.4000
  Code Consistency: 0.0677
  Readability: 0.2728
  Weighted Score: 0.2639

Repository: httpx
Scores:
  BLEU: 0.0611
  ROUGE-1: 0.1683
  ROUGE-2: 0.0315
  ROUGE-L: 0.1655
  Cosine Similarity: 0.6544
  Structural Similarity: 0.1875
  Information Retrieval: 0.8000
  Code Consistency: 0.1193
  Readability: 0.2454
  Weighted Score: 0.3355

Repository: chatgpt-mirai-qq-bot
Scores:
  BLEU: 0.0655
  ROUGE-1: 0.0766
  ROUGE-2: 0.0198
  ROUGE-L: 0.0766
  Cosine Similarity: 0.3706
  Structural Similarity: 0.4231
  Information Retrieval: 1.0000
  Code Consistency: 0.0680
  Readability: 0.3392
  Weighted Score: 0.3731

Repository: gpt-researcher
Scores:
  BLEU: 0.0363
  ROUGE-1: 0.1881
  ROUGE-2: 0.0498
  ROUGE-L: 0.1803
  Cosine Similarity: 0.7379
  Structural Similarity: 0.1667
  Information Retrieval: 0.6000
  Code Consistency: 0.0548
  Readability: 0.0038
  Weighted Score: 0.2398

Repository: mkdocs
Scores:
  BLEU: 0.0783
  ROUGE-1: 0.2718
  ROUGE-2: 0.0735
  ROUGE-L: 0.2670
  Cosine Similarity: 0.6400
  Structural Similarity: 0.7143
  Information Retrieval: 0.4000
  Code Consistency: 0.0356
  Readability: 0.3381
  Weighted Score: 0.3185

Repository: face_recognition
Scores:
  BLEU: 1.0000
  ROUGE-1: 1.0000
  ROUGE-2: 1.0000
  ROUGE-L: 1.0000
  Cosine Similarity: 1.0000
  Structural Similarity: 0.9884
  Information Retrieval: 0.8000
  Code Consistency: 0.2727
  Readability: 0.0823
  Weighted Score: 0.6298

Repository: system-design-primer
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0466
  ROUGE-2: 0.0094
  ROUGE-L: 0.0456
  Cosine Similarity: 0.4307
  Structural Similarity: 0.0202
  Information Retrieval: 0.2000
  Code Consistency: 0.0565
  Readability: 0.5053
  Weighted Score: 0.2008

Repository: GPT_API_free
Scores:
  BLEU: 0.0035
  ROUGE-1: 0.0697
  ROUGE-2: 0.0000
  ROUGE-L: 0.0697
  Cosine Similarity: 0.1395
  Structural Similarity: 0.1750
  Information Retrieval: 0.8000
  Code Consistency: 1.0000
  Readability: 0.5195
  Weighted Score: 0.5004

Repository: 30-Days-Of-Python
Scores:
  BLEU: 0.0089
  ROUGE-1: 0.3016
  ROUGE-2: 0.1728
  ROUGE-L: 0.2988
  Cosine Similarity: 0.6072
  Structural Similarity: 0.0714
  Information Retrieval: 0.4000
  Code Consistency: 0.0000
  Readability: -0.1076
  Weighted Score: 0.1530

Repository: ChatPaper
Scores:
  BLEU: 0.0055
  ROUGE-1: 0.0892
  ROUGE-2: 0.0164
  ROUGE-L: 0.0892
  Cosine Similarity: 0.3753
  Structural Similarity: 0.3273
  Information Retrieval: 1.0000
  Code Consistency: 0.0724
  Readability: 0.1781
  Weighted Score: 0.3274

Repository: twint
Scores:
  BLEU: 0.0505
  ROUGE-1: 0.2471
  ROUGE-2: 0.0628
  ROUGE-L: 0.2369
  Cosine Similarity: 0.7530
  Structural Similarity: 0.2000
  Information Retrieval: 1.0000
  Code Consistency: 0.1983
  Readability: 0.4451
  Weighted Score: 0.4473

Repository: flask
Scores:
  BLEU: 0.3477
  ROUGE-1: 0.6256
  ROUGE-2: 0.5505
  ROUGE-L: 0.6256
  Cosine Similarity: 0.8000
  Structural Similarity: 0.5000
  Information Retrieval: 0.6000
  Code Consistency: 0.0710
  Readability: 0.3412
  Weighted Score: 0.4273

Repository: professional-programming
Scores:
  BLEU: 0.0004
  ROUGE-1: 0.0561
  ROUGE-2: 0.0076
  ROUGE-L: 0.0540
  Cosine Similarity: 0.4377
  Structural Similarity: 0.1165
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: -0.0525
  Weighted Score: 0.1689

Repository: EIPs
Scores:
  BLEU: 0.0208
  ROUGE-1: 0.1651
  ROUGE-2: 0.0304
  ROUGE-L: 0.1651
  Cosine Similarity: 0.2598
  Structural Similarity: 0.2500
  Information Retrieval: 0.4000
  Code Consistency: 0.0533
  Readability: 0.4024
  Weighted Score: 0.2363

Repository: grok-1
Scores:
  BLEU: 0.5389
  ROUGE-1: 0.7237
  ROUGE-2: 0.5687
  ROUGE-L: 0.7188
  Cosine Similarity: 0.8895
  Structural Similarity: 0.2500
  Information Retrieval: 0.4000
  Code Consistency: 0.0482
  Readability: 0.3219
  Weighted Score: 0.3890

Repository: PyTorch-GAN
Scores:
  BLEU: 0.0095
  ROUGE-1: 0.2140
  ROUGE-2: 0.0682
  ROUGE-L: 0.1984
  Cosine Similarity: 0.6973
  Structural Similarity: 0.1466
  Information Retrieval: 0.6000
  Code Consistency: 0.0959
  Readability: -0.2603
  Weighted Score: 0.1885

Repository: public-apis
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0275
  ROUGE-2: 0.0041
  ROUGE-L: 0.0273
  Cosine Similarity: 0.1847
  Structural Similarity: 0.0625
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: 0.5706
  Weighted Score: 0.2608

Repository: hackingtool
Scores:
  BLEU: 0.9973
  ROUGE-1: 0.9985
  ROUGE-2: 0.9975
  ROUGE-L: 0.9985
  Cosine Similarity: 1.0000
  Structural Similarity: 0.9900
  Information Retrieval: 0.6000
  Code Consistency: 0.4171
  Readability: -0.8108
  Weighted Score: 0.4398

Repository: cascadia-code
Scores:
  BLEU: 0.0707
  ROUGE-1: 0.2347
  ROUGE-2: 0.0438
  ROUGE-L: 0.2254
  Cosine Similarity: 0.7122
  Structural Similarity: 0.3235
  Information Retrieval: 0.4000
  Code Consistency: 0.0000
  Readability: 0.4799
  Weighted Score: 0.3035

Repository: python-cheatsheet
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0654
  ROUGE-2: 0.0132
  ROUGE-L: 0.0641
  Cosine Similarity: 0.5017
  Structural Similarity: 0.0403
  Information Retrieval: 0.6000
  Code Consistency: 0.1176
  Readability: 0.5439
  Weighted Score: 0.3113

Repository: rembg
Scores:
  BLEU: 0.0206
  ROUGE-1: 0.2056
  ROUGE-2: 0.0552
  ROUGE-L: 0.1906
  Cosine Similarity: 0.5128
  Structural Similarity: 0.4583
  Information Retrieval: 0.8000
  Code Consistency: 0.0696
  Readability: 0.3361
  Weighted Score: 0.3554

Repository: devops-exercises
Scores:
  BLEU: 0.0151
  ROUGE-1: 0.3865
  ROUGE-2: 0.3092
  ROUGE-L: 0.3865
  Cosine Similarity: 0.8250
  Structural Similarity: 0.0260
  Information Retrieval: 0.2000
  Code Consistency: 0.0833
  Readability: 0.3832
  Weighted Score: 0.2560

Repository: AutoEq
Scores:
  BLEU: 0.0493
  ROUGE-1: 0.2065
  ROUGE-2: 0.0307
  ROUGE-L: 0.1902
  Cosine Similarity: 0.4410
  Structural Similarity: 0.5357
  Information Retrieval: 0.8000
  Code Consistency: 0.1483
  Readability: 0.4288
  Weighted Score: 0.3923

Repository: MiniGPT-4
Scores:
  BLEU: 0.0213
  ROUGE-1: 0.1575
  ROUGE-2: 0.0212
  ROUGE-L: 0.1522
  Cosine Similarity: 0.5734
  Structural Similarity: 0.1923
  Information Retrieval: 0.2000
  Code Consistency: 0.0310
  Readability: -0.1929
  Weighted Score: 0.0974

Repository: python-spider
Scores:
  BLEU: 0.0375
  ROUGE-1: 0.0202
  ROUGE-2: 0.0018
  ROUGE-L: 0.0202
  Cosine Similarity: 0.0867
  Structural Similarity: 0.4286
  Information Retrieval: 0.8000
  Code Consistency: 0.0197
  Readability: 0.4349
  Weighted Score: 0.3076

Repository: chatgpt-retrieval-plugin
Scores:
  BLEU: 0.0184
  ROUGE-1: 0.1297
  ROUGE-2: 0.0251
  ROUGE-L: 0.1239
  Cosine Similarity: 0.3309
  Structural Similarity: 0.3721
  Information Retrieval: 1.0000
  Code Consistency: 0.0510
  Readability: 0.0342
  Weighted Score: 0.2985

Repository: flux
Scores:
  BLEU: 0.0637
  ROUGE-1: 0.2510
  ROUGE-2: 0.0592
  ROUGE-L: 0.2428
  Cosine Similarity: 0.6024
  Structural Similarity: 0.5312
  Information Retrieval: 0.8000
  Code Consistency: 0.0455
  Readability: 0.4166
  Weighted Score: 0.3906

Repository: pyright
Scores:
  BLEU: 0.0280
  ROUGE-1: 0.2063
  ROUGE-2: 0.0409
  ROUGE-L: 0.2063
  Cosine Similarity: 0.2768
  Structural Similarity: 0.5000
  Information Retrieval: 0.6000
  Code Consistency: 0.0000
  Readability: 0.3402
  Weighted Score: 0.2837

Repository: system-design-primer
Scores:
  BLEU: 0.0000
  ROUGE-1: 0.0711
  ROUGE-2: 0.0172
  ROUGE-L: 0.0687
  Cosine Similarity: 0.5166
  Structural Similarity: 0.0116
  Information Retrieval: 0.4000
  Code Consistency: 0.1452
  Readability: 0.5493
  Weighted Score: 0.2770