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Evaluation Results for model: gemini-1.5-flash-exp-0827
Timestamp: 20240912_144919
Average Scores:
bleu: 0.0166
rouge-1: 0.1600
rouge-2: 0.0388
rouge-l: 0.1533
cosine_similarity: 0.4187
structural_similarity: 0.2359
information_retrieval: 0.7650
code_consistency: 0.0786
readability: 0.4334
weighted_score: 0.3343
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0045
ROUGE-1: 0.2016
ROUGE-2: 0.0558
ROUGE-L: 0.2016
Cosine Similarity: 0.3689
Structural Similarity: 0.1447
Information Retrieval: 0.6000
Code Consistency: 0.0192
Readability: 0.5195
Weighted Score: 0.2949
Repository: gpt-engineer
Scores:
BLEU: 0.0241
ROUGE-1: 0.1868
ROUGE-2: 0.0356
ROUGE-L: 0.1758
Cosine Similarity: 0.5532
Structural Similarity: 0.3810
Information Retrieval: 0.8000
Code Consistency: 0.0739
Readability: 0.3503
Weighted Score: 0.3540
Repository: ChatGLM-6B
Scores:
BLEU: 0.0000
ROUGE-1: 0.0630
ROUGE-2: 0.0078
ROUGE-L: 0.0612
Cosine Similarity: 0.2566
Structural Similarity: 0.1250
Information Retrieval: 0.6000
Code Consistency: 0.0619
Readability: 0.5276
Weighted Score: 0.2805
Repository: SMSBoom
Scores:
BLEU: 0.0304
ROUGE-1: 0.1576
ROUGE-2: 0.0527
ROUGE-L: 0.1576
Cosine Similarity: 0.2239
Structural Similarity: 0.2500
Information Retrieval: 0.8000
Code Consistency: 0.1667
Readability: 0.6264
Weighted Score: 0.3813
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0703
ROUGE-2: 0.0175
ROUGE-L: 0.0692
Cosine Similarity: 0.1444
Structural Similarity: 0.1538
Information Retrieval: 0.6000
Code Consistency: 0.0926
Readability: 0.4339
Weighted Score: 0.2604
Repository: TaskMatrix
Scores:
BLEU: 0.0313
ROUGE-1: 0.2038
ROUGE-2: 0.0431
ROUGE-L: 0.1942
Cosine Similarity: 0.5266
Structural Similarity: 0.1250
Information Retrieval: 1.0000
Code Consistency: 0.0390
Readability: 0.4288
Weighted Score: 0.3766
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0012
ROUGE-1: 0.1750
ROUGE-2: 0.0370
ROUGE-L: 0.1676
Cosine Similarity: 0.5762
Structural Similarity: 0.1207
Information Retrieval: 0.6000
Code Consistency: 0.0215
Readability: 0.6776
Weighted Score: 0.3423
Repository: python-fire
Scores:
BLEU: 0.0236
ROUGE-1: 0.3237
ROUGE-2: 0.1037
ROUGE-L: 0.3092
Cosine Similarity: 0.6595
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0189
Readability: 0.5236
Weighted Score: 0.3714
Repository: devika
Scores:
BLEU: 0.0304
ROUGE-1: 0.2659
ROUGE-2: 0.0721
ROUGE-L: 0.2561
Cosine Similarity: 0.6576
Structural Similarity: 0.2647
Information Retrieval: 1.0000
Code Consistency: 0.0577
Readability: 0.3493
Weighted Score: 0.3965
Repository: gpt-pilot
Scores:
BLEU: 0.0290
ROUGE-1: 0.2234
ROUGE-2: 0.0383
ROUGE-L: 0.2129
Cosine Similarity: 0.5484
Structural Similarity: 0.1458
Information Retrieval: 1.0000
Code Consistency: 0.0508
Readability: 0.5215
Weighted Score: 0.4027
Repository: Depix
Scores:
BLEU: 0.0237
ROUGE-1: 0.2295
ROUGE-2: 0.0409
ROUGE-L: 0.2197
Cosine Similarity: 0.5191
Structural Similarity: 0.3636
Information Retrieval: 0.6000
Code Consistency: 0.0400
Readability: 0.4329
Weighted Score: 0.3216
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0138
ROUGE-1: 0.1797
ROUGE-2: 0.0229
ROUGE-L: 0.1797
Cosine Similarity: 0.3744
Structural Similarity: 0.3889
Information Retrieval: 0.6000
Code Consistency: 0.0376
Readability: 0.3635
Weighted Score: 0.2907
Repository: httpx
Scores:
BLEU: 0.0635
ROUGE-1: 0.2023
ROUGE-2: 0.0387
ROUGE-L: 0.2023
Cosine Similarity: 0.6682
Structural Similarity: 0.5714
Information Retrieval: 1.0000
Code Consistency: 0.0765
Readability: 0.3209
Weighted Score: 0.4246
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0006
ROUGE-1: 0.0771
ROUGE-2: 0.0120
ROUGE-L: 0.0771
Cosine Similarity: 0.1541
Structural Similarity: 0.2692
Information Retrieval: 1.0000
Code Consistency: 0.0408
Readability: 0.5327
Weighted Score: 0.3627
Repository: gpt-researcher
Scores:
BLEU: 0.0001
ROUGE-1: 0.1148
ROUGE-2: 0.0346
ROUGE-L: 0.1128
Cosine Similarity: 0.3273
Structural Similarity: 0.1667
Information Retrieval: 1.0000
Code Consistency: 0.0411
Readability: 0.2525
Weighted Score: 0.3169
Repository: mkdocs
Scores:
BLEU: 0.0413
ROUGE-1: 0.2228
ROUGE-2: 0.0733
ROUGE-L: 0.2176
Cosine Similarity: 0.5457
Structural Similarity: 0.7143
Information Retrieval: 0.6000
Code Consistency: 0.0356
Readability: 0.5848
Weighted Score: 0.3914
Repository: face_recognition
Scores:
BLEU: 0.0005
ROUGE-1: 0.1937
ROUGE-2: 0.0638
ROUGE-L: 0.1800
Cosine Similarity: 0.5324
Structural Similarity: 0.1628
Information Retrieval: 1.0000
Code Consistency: 0.1818
Readability: 0.3452
Weighted Score: 0.3896
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0504
ROUGE-2: 0.0118
ROUGE-L: 0.0485
Cosine Similarity: 0.4647
Structural Similarity: 0.0260
Information Retrieval: 0.8000
Code Consistency: 0.0484
Readability: 0.5666
Weighted Score: 0.3358
Repository: GPT_API_free
Scores:
BLEU: 0.0019
ROUGE-1: 0.0735
ROUGE-2: 0.0000
ROUGE-L: 0.0735
Cosine Similarity: 0.1873
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 1.0000
Readability: 0.5337
Weighted Score: 0.5081
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0000
ROUGE-1: 0.1063
ROUGE-2: 0.0216
ROUGE-L: 0.1017
Cosine Similarity: 0.6198
Structural Similarity: 0.1000
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4820
Weighted Score: 0.3361
Repository: ChatPaper
Scores:
BLEU: 0.0002
ROUGE-1: 0.0765
ROUGE-2: 0.0142
ROUGE-L: 0.0742
Cosine Similarity: 0.1987
Structural Similarity: 0.0636
Information Retrieval: 0.8000
Code Consistency: 0.0592
Readability: 0.3199
Weighted Score: 0.2676
Repository: twint
Scores:
BLEU: 0.0231
ROUGE-1: 0.1876
ROUGE-2: 0.0258
ROUGE-L: 0.1735
Cosine Similarity: 0.6347
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 0.1293
Readability: 0.5679
Weighted Score: 0.3957
Repository: flask
Scores:
BLEU: 0.1430
ROUGE-1: 0.3441
ROUGE-2: 0.1105
ROUGE-L: 0.3082
Cosine Similarity: 0.5144
Structural Similarity: 0.3571
Information Retrieval: 0.6000
Code Consistency: 0.0680
Readability: 0.4319
Weighted Score: 0.3469
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0149
ROUGE-2: 0.0018
ROUGE-L: 0.0143
Cosine Similarity: 0.1973
Structural Similarity: 0.0376
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.1046
Weighted Score: 0.2054
Repository: EIPs
Scores:
BLEU: 0.0128
ROUGE-1: 0.1583
ROUGE-2: 0.0290
ROUGE-L: 0.1467
Cosine Similarity: 0.2478
Structural Similarity: 0.4286
Information Retrieval: 0.6000
Code Consistency: 0.0355
Readability: 0.6011
Weighted Score: 0.3274
Repository: grok-1
Scores:
BLEU: 0.0596
ROUGE-1: 0.3312
ROUGE-2: 0.1000
ROUGE-L: 0.3121
Cosine Similarity: 0.5908
Structural Similarity: 0.2857
Information Retrieval: 0.6000
Code Consistency: 0.0361
Readability: 0.5276
Weighted Score: 0.3512
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0887
ROUGE-2: 0.0172
ROUGE-L: 0.0870
Cosine Similarity: 0.2773
Structural Similarity: 0.0301
Information Retrieval: 0.8000
Code Consistency: 0.0274
Readability: -0.3746
Weighted Score: 0.1277
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0183
ROUGE-2: 0.0014
ROUGE-L: 0.0180
Cosine Similarity: 0.1557
Structural Similarity: 0.0714
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.3554
Weighted Score: 0.2551
Repository: hackingtool
Scores:
BLEU: 0.0001
ROUGE-1: 0.1095
ROUGE-2: 0.0213
ROUGE-L: 0.0945
Cosine Similarity: 0.2287
Structural Similarity: 0.0600
Information Retrieval: 0.8000
Code Consistency: 0.0214
Readability: 0.3300
Weighted Score: 0.2667
Repository: cascadia-code
Scores:
BLEU: 0.0124
ROUGE-1: 0.1802
ROUGE-2: 0.0357
ROUGE-L: 0.1661
Cosine Similarity: 0.4152
Structural Similarity: 0.3182
Information Retrieval: 0.6000
Code Consistency: 0.1333
Readability: 0.5276
Weighted Score: 0.3395
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0218
ROUGE-2: 0.0022
ROUGE-L: 0.0207
Cosine Similarity: 0.3960
Structural Similarity: 0.0166
Information Retrieval: 0.8000
Code Consistency: 0.0588
Readability: 0.4759
Weighted Score: 0.3097
Repository: rembg
Scores:
BLEU: 0.0048
ROUGE-1: 0.1725
ROUGE-2: 0.0603
ROUGE-L: 0.1725
Cosine Similarity: 0.3594
Structural Similarity: 0.4250
Information Retrieval: 1.0000
Code Consistency: 0.0609
Readability: 0.4657
Weighted Score: 0.3978
Repository: devops-exercises
Scores:
BLEU: 0.0034
ROUGE-1: 0.2213
ROUGE-2: 0.0657
ROUGE-L: 0.2118
Cosine Similarity: 0.7276
Structural Similarity: 0.0519
Information Retrieval: 1.0000
Code Consistency: 0.0833
Readability: 0.4004
Weighted Score: 0.3917
Repository: AutoEq
Scores:
BLEU: 0.0038
ROUGE-1: 0.2068
ROUGE-2: 0.0410
ROUGE-L: 0.2068
Cosine Similarity: 0.4204
Structural Similarity: 0.3214
Information Retrieval: 0.6000
Code Consistency: 0.0424
Readability: 0.2738
Weighted Score: 0.2730
Repository: MiniGPT-4
Scores:
BLEU: 0.0011
ROUGE-1: 0.1858
ROUGE-2: 0.0400
ROUGE-L: 0.1829
Cosine Similarity: 0.4178
Structural Similarity: 0.3077
Information Retrieval: 0.6000
Code Consistency: 0.0265
Readability: 0.5144
Weighted Score: 0.3145
Repository: python-spider
Scores:
BLEU: 0.0091
ROUGE-1: 0.0459
ROUGE-2: 0.0080
ROUGE-L: 0.0418
Cosine Similarity: 0.0337
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0148
Readability: 0.5084
Weighted Score: 0.2821
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1133
ROUGE-2: 0.0346
ROUGE-L: 0.1106
Cosine Similarity: 0.6954
Structural Similarity: 0.0625
Information Retrieval: 0.8000
Code Consistency: 0.0191
Readability: 0.5205
Weighted Score: 0.3524
Repository: flux
Scores:
BLEU: 0.0345
ROUGE-1: 0.2773
ROUGE-2: 0.0837
ROUGE-L: 0.2675
Cosine Similarity: 0.5085
Structural Similarity: 0.2500
Information Retrieval: 0.6000
Code Consistency: 0.0606
Readability: 0.3574
Weighted Score: 0.3039
Repository: pyright
Scores:
BLEU: 0.0349
ROUGE-1: 0.2725
ROUGE-2: 0.0661
ROUGE-L: 0.2551
Cosine Similarity: 0.3301
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.1250
Readability: 0.4085
Weighted Score: 0.3330
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0528
ROUGE-2: 0.0106
ROUGE-L: 0.0509
Cosine Similarity: 0.4884
Structural Similarity: 0.0260
Information Retrieval: 1.0000
Code Consistency: 0.0403
Readability: 0.6471
Weighted Score: 0.3927
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