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Evaluation Results for model: gemini-1.5-flash-exp-0827
Timestamp: 20240912_183343
Average Scores:
bleu: 0.2181
rouge-1: 0.3400
rouge-2: 0.2497
rouge-l: 0.3361
cosine_similarity: 0.6153
structural_similarity: 0.3760
information_retrieval: 0.6100
code_consistency: 0.1289
readability: 0.2722
weighted_score: 0.3540
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.1055
ROUGE-1: 0.2299
ROUGE-2: 0.0661
ROUGE-L: 0.2222
Cosine Similarity: 0.6059
Structural Similarity: 0.2105
Information Retrieval: 1.0000
Code Consistency: 0.0351
Readability: 0.3534
Weighted Score: 0.3872
Repository: gpt-engineer
Scores:
BLEU: 0.9390
ROUGE-1: 0.9612
ROUGE-2: 0.9542
ROUGE-L: 0.9612
Cosine Similarity: 0.9955
Structural Similarity: 0.8824
Information Retrieval: 0.8000
Code Consistency: 0.0887
Readability: 0.2515
Weighted Score: 0.6056
Repository: ChatGLM-6B
Scores:
BLEU: 0.6070
ROUGE-1: 0.8000
ROUGE-2: 0.7879
ROUGE-L: 0.8000
Cosine Similarity: 0.9125
Structural Similarity: 0.7857
Information Retrieval: 0.4000
Code Consistency: 0.0825
Readability: 0.1903
Weighted Score: 0.4447
Repository: SMSBoom
Scores:
BLEU: 0.0660
ROUGE-1: 0.1284
ROUGE-2: 0.0342
ROUGE-L: 0.1284
Cosine Similarity: 0.3374
Structural Similarity: 0.4773
Information Retrieval: 0.4000
Code Consistency: 0.1111
Readability: 0.4786
Weighted Score: 0.2957
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0901
ROUGE-2: 0.0256
ROUGE-L: 0.0901
Cosine Similarity: 0.2011
Structural Similarity: 0.3846
Information Retrieval: 0.8000
Code Consistency: 0.1852
Readability: 0.3483
Weighted Score: 0.3322
Repository: TaskMatrix
Scores:
BLEU: 1.0000
ROUGE-1: 1.0000
ROUGE-2: 1.0000
ROUGE-L: 1.0000
Cosine Similarity: 1.0000
Structural Similarity: 1.0000
Information Retrieval: 0.8000
Code Consistency: 0.3247
Readability: 0.1425
Weighted Score: 0.6534
Repository: Deep-Live-Cam
Scores:
BLEU: 0.9535
ROUGE-1: 0.9785
ROUGE-2: 0.9667
ROUGE-L: 0.9785
Cosine Similarity: 0.9914
Structural Similarity: 0.8276
Information Retrieval: 0.8000
Code Consistency: 0.0215
Readability: 0.4166
Weighted Score: 0.6223
Repository: python-fire
Scores:
BLEU: 0.1193
ROUGE-1: 0.2987
ROUGE-2: 0.1054
ROUGE-L: 0.2873
Cosine Similarity: 0.6834
Structural Similarity: 0.4167
Information Retrieval: 0.8000
Code Consistency: 0.0290
Readability: 0.4390
Weighted Score: 0.3986
Repository: devika
Scores:
BLEU: 0.0327
ROUGE-1: 0.2470
ROUGE-2: 0.0664
ROUGE-L: 0.2254
Cosine Similarity: 0.6439
Structural Similarity: 0.2941
Information Retrieval: 0.4000
Code Consistency: 0.0865
Readability: 0.2373
Weighted Score: 0.2598
Repository: gpt-pilot
Scores:
BLEU: 0.0025
ROUGE-1: 0.2052
ROUGE-2: 0.0511
ROUGE-L: 0.1972
Cosine Similarity: 0.5378
Structural Similarity: 0.1250
Information Retrieval: 0.4000
Code Consistency: 0.0277
Readability: 0.6725
Weighted Score: 0.3017
Repository: Depix
Scores:
BLEU: 0.0433
ROUGE-1: 0.2758
ROUGE-2: 0.0686
ROUGE-L: 0.2726
Cosine Similarity: 0.6378
Structural Similarity: 0.5455
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4420
Weighted Score: 0.3917
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.6419
ROUGE-1: 0.8647
ROUGE-2: 0.8170
ROUGE-L: 0.8647
Cosine Similarity: 0.8594
Structural Similarity: 0.4737
Information Retrieval: 0.2000
Code Consistency: 0.0714
Readability: 0.3615
Weighted Score: 0.4090
Repository: httpx
Scores:
BLEU: 0.1042
ROUGE-1: 0.1917
ROUGE-2: 0.0565
ROUGE-L: 0.1886
Cosine Similarity: 0.7172
Structural Similarity: 0.3750
Information Retrieval: 1.0000
Code Consistency: 0.0673
Readability: 0.0914
Weighted Score: 0.3660
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0049
ROUGE-1: 0.0905
ROUGE-2: 0.0144
ROUGE-L: 0.0876
Cosine Similarity: 0.6742
Structural Similarity: 0.3462
Information Retrieval: 0.4000
Code Consistency: 0.0136
Readability: -0.6027
Weighted Score: 0.0711
Repository: gpt-researcher
Scores:
BLEU: 0.0164
ROUGE-1: 0.1877
ROUGE-2: 0.0686
ROUGE-L: 0.1809
Cosine Similarity: 0.6425
Structural Similarity: 0.1667
Information Retrieval: 0.6000
Code Consistency: 0.0639
Readability: 0.4187
Weighted Score: 0.3137
Repository: mkdocs
Scores:
BLEU: 0.1845
ROUGE-1: 0.2636
ROUGE-2: 0.1106
ROUGE-L: 0.2594
Cosine Similarity: 0.6949
Structural Similarity: 0.5714
Information Retrieval: 0.4000
Code Consistency: 0.0301
Readability: 0.2820
Weighted Score: 0.3087
Repository: face_recognition
Scores:
BLEU: 0.9992
ROUGE-1: 0.9982
ROUGE-2: 0.9970
ROUGE-L: 0.9982
Cosine Similarity: 1.0000
Structural Similarity: 0.9884
Information Retrieval: 0.8000
Code Consistency: 0.2727
Readability: 0.0823
Weighted Score: 0.6295
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0719
ROUGE-2: 0.0135
ROUGE-L: 0.0705
Cosine Similarity: 0.5259
Structural Similarity: 0.0173
Information Retrieval: 0.2000
Code Consistency: 0.1048
Readability: 0.4424
Weighted Score: 0.2090
Repository: GPT_API_free
Scores:
BLEU: 0.0343
ROUGE-1: 0.0349
ROUGE-2: 0.0000
ROUGE-L: 0.0349
Cosine Similarity: 0.2882
Structural Similarity: 0.0250
Information Retrieval: 0.6000
Code Consistency: 1.0000
Readability: 0.4992
Weighted Score: 0.4569
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0051
ROUGE-1: 0.1577
ROUGE-2: 0.0379
ROUGE-L: 0.1535
Cosine Similarity: 0.5834
Structural Similarity: 0.1000
Information Retrieval: 0.2000
Code Consistency: 0.6923
Readability: 0.4901
Weighted Score: 0.3570
Repository: ChatPaper
Scores:
BLEU: 0.0001
ROUGE-1: 0.0827
ROUGE-2: 0.0227
ROUGE-L: 0.0792
Cosine Similarity: 0.3356
Structural Similarity: 0.0727
Information Retrieval: 0.8000
Code Consistency: 0.0395
Readability: 0.2627
Weighted Score: 0.2674
Repository: twint
Scores:
BLEU: 0.0339
ROUGE-1: 0.2349
ROUGE-2: 0.0656
ROUGE-L: 0.2107
Cosine Similarity: 0.7163
Structural Similarity: 0.3281
Information Retrieval: 1.0000
Code Consistency: 0.1034
Readability: 0.4783
Weighted Score: 0.4413
Repository: flask
Scores:
BLEU: 0.5538
ROUGE-1: 0.7851
ROUGE-2: 0.7495
ROUGE-L: 0.7851
Cosine Similarity: 0.8439
Structural Similarity: 0.5714
Information Retrieval: 0.4000
Code Consistency: 0.0651
Readability: 0.5195
Weighted Score: 0.4712
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0394
ROUGE-2: 0.0060
ROUGE-L: 0.0379
Cosine Similarity: 0.3105
Structural Similarity: 0.0564
Information Retrieval: 1.0000
Code Consistency: 0.0000
Readability: 0.2728
Weighted Score: 0.2940
Repository: EIPs
Scores:
BLEU: 0.0264
ROUGE-1: 0.1065
ROUGE-2: 0.0125
ROUGE-L: 0.1013
Cosine Similarity: 0.3168
Structural Similarity: 0.1875
Information Retrieval: 0.6000
Code Consistency: 0.0947
Readability: 0.3178
Weighted Score: 0.2629
Repository: grok-1
Scores:
BLEU: 0.9873
ROUGE-1: 0.9972
ROUGE-2: 0.9774
ROUGE-L: 0.9972
Cosine Similarity: 1.0000
Structural Similarity: 0.6250
Information Retrieval: 0.4000
Code Consistency: 0.0361
Readability: 0.3497
Weighted Score: 0.5175
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0671
ROUGE-2: 0.0115
ROUGE-L: 0.0645
Cosine Similarity: 0.5027
Structural Similarity: 0.0414
Information Retrieval: 0.8000
Code Consistency: 0.0274
Readability: 0.3077
Weighted Score: 0.2862
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0172
ROUGE-2: 0.0018
ROUGE-L: 0.0172
Cosine Similarity: 0.1459
Structural Similarity: 0.0714
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4593
Weighted Score: 0.2348
Repository: hackingtool
Scores:
BLEU: 1.0000
ROUGE-1: 1.0000
ROUGE-2: 1.0000
ROUGE-L: 1.0000
Cosine Similarity: 1.0000
Structural Similarity: 1.0000
Information Retrieval: 0.6000
Code Consistency: 0.4118
Readability: -0.8108
Weighted Score: 0.4402
Repository: cascadia-code
Scores:
BLEU: 0.0794
ROUGE-1: 0.1618
ROUGE-2: 0.0267
ROUGE-L: 0.1553
Cosine Similarity: 0.4696
Structural Similarity: 0.4091
Information Retrieval: 0.4000
Code Consistency: 0.0667
Readability: 0.2515
Weighted Score: 0.2509
Repository: python-cheatsheet
Scores:
BLEU: 0.0161
ROUGE-1: 0.3599
ROUGE-2: 0.2905
ROUGE-L: 0.3599
Cosine Similarity: 0.6725
Structural Similarity: 0.1445
Information Retrieval: 0.4000
Code Consistency: 0.1176
Readability: 0.5378
Weighted Score: 0.3281
Repository: rembg
Scores:
BLEU: 0.0435
ROUGE-1: 0.2422
ROUGE-2: 0.0669
ROUGE-L: 0.2402
Cosine Similarity: 0.5827
Structural Similarity: 0.4792
Information Retrieval: 1.0000
Code Consistency: 0.0957
Readability: 0.3006
Weighted Score: 0.4082
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: 0.0343
ROUGE-1: 0.2434
ROUGE-2: 0.0357
ROUGE-L: 0.2299
Cosine Similarity: 0.4550
Structural Similarity: 0.4706
Information Retrieval: 1.0000
Code Consistency: 0.1102
Readability: 0.5043
Weighted Score: 0.4359
Repository: MiniGPT-4
Scores:
BLEU: 0.0049
ROUGE-1: 0.1601
ROUGE-2: 0.0399
ROUGE-L: 0.1601
Cosine Similarity: 0.4466
Structural Similarity: 0.2692
Information Retrieval: 0.6000
Code Consistency: 0.0354
Readability: 0.4891
Weighted Score: 0.3090
Repository: python-spider
Scores:
BLEU: 0.0340
ROUGE-1: 0.0168
ROUGE-2: 0.0000
ROUGE-L: 0.0168
Cosine Similarity: 0.4402
Structural Similarity: 0.4286
Information Retrieval: 0.6000
Code Consistency: 0.0443
Readability: -1.2819
Weighted Score: -0.0361
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1372
ROUGE-2: 0.0344
ROUGE-L: 0.1338
Cosine Similarity: 0.7049
Structural Similarity: 0.0781
Information Retrieval: 0.6000
Code Consistency: 0.0446
Readability: 0.3584
Weighted Score: 0.2891
Repository: flux
Scores:
BLEU: 0.0278
ROUGE-1: 0.2455
ROUGE-2: 0.0541
ROUGE-L: 0.2291
Cosine Similarity: 0.5979
Structural Similarity: 0.3750
Information Retrieval: 0.6000
Code Consistency: 0.0909
Readability: 0.4369
Weighted Score: 0.3433
Repository: pyright
Scores:
BLEU: 0.0092
ROUGE-1: 0.1627
ROUGE-2: 0.0287
ROUGE-L: 0.1627
Cosine Similarity: 0.2992
Structural Similarity: 0.3333
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.3016
Weighted Score: 0.2163
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0778
ROUGE-2: 0.0135
ROUGE-L: 0.0760
Cosine Similarity: 0.4146
Structural Similarity: 0.0578
Information Retrieval: 0.6000
Code Consistency: 0.3790
Readability: 0.4146
Weighted Score: 0.3316
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