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Evaluation Results for model: gemini-1.5-flash-exp-0827
Timestamp: 20240912_191049
Average Scores:
bleu: 0.2002
rouge-1: 0.3270
rouge-2: 0.2266
rouge-l: 0.3221
cosine_similarity: 0.5898
structural_similarity: 0.3454
information_retrieval: 0.6050
code_consistency: 0.1309
readability: 0.2052
weighted_score: 0.3310
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.1166
ROUGE-1: 0.2105
ROUGE-2: 0.0473
ROUGE-L: 0.1958
Cosine Similarity: 0.5298
Structural Similarity: 0.2632
Information Retrieval: 1.0000
Code Consistency: 0.0351
Readability: 0.2891
Weighted Score: 0.3710
Repository: gpt-engineer
Scores:
BLEU: 0.9986
ROUGE-1: 0.9978
ROUGE-2: 0.9882
ROUGE-L: 0.9978
Cosine Similarity: 1.0000
Structural Similarity: 0.9333
Information Retrieval: 0.8000
Code Consistency: 0.0887
Readability: 0.2474
Weighted Score: 0.6199
Repository: ChatGLM-6B
Scores:
BLEU: 0.6845
ROUGE-1: 0.8470
ROUGE-2: 0.8428
ROUGE-L: 0.8470
Cosine Similarity: 0.9305
Structural Similarity: 0.8571
Information Retrieval: 0.6000
Code Consistency: 0.0825
Readability: 0.1892
Weighted Score: 0.5061
Repository: SMSBoom
Scores:
BLEU: 0.0247
ROUGE-1: 0.1138
ROUGE-2: 0.0323
ROUGE-L: 0.1098
Cosine Similarity: 0.3564
Structural Similarity: 0.2250
Information Retrieval: 0.8000
Code Consistency: 0.2778
Readability: 0.2698
Weighted Score: 0.3387
Repository: mackup
Scores:
BLEU: 0.0001
ROUGE-1: 0.1070
ROUGE-2: 0.0347
ROUGE-L: 0.1029
Cosine Similarity: 0.2943
Structural Similarity: 0.2692
Information Retrieval: 0.4000
Code Consistency: 0.2222
Readability: 0.2935
Weighted Score: 0.2477
Repository: TaskMatrix
Scores:
BLEU: 0.5963
ROUGE-1: 0.6918
ROUGE-2: 0.5534
ROUGE-L: 0.6839
Cosine Similarity: 0.8670
Structural Similarity: 0.3750
Information Retrieval: 0.8000
Code Consistency: 0.3117
Readability: -0.0125
Weighted Score: 0.4680
Repository: Deep-Live-Cam
Scores:
BLEU: 0.9976
ROUGE-1: 0.9977
ROUGE-2: 0.9965
ROUGE-L: 0.9977
Cosine Similarity: 0.9999
Structural Similarity: 0.9828
Information Retrieval: 0.8000
Code Consistency: 0.0215
Readability: 0.4227
Weighted Score: 0.6466
Repository: python-fire
Scores:
BLEU: 0.1109
ROUGE-1: 0.2898
ROUGE-2: 0.0910
ROUGE-L: 0.2841
Cosine Similarity: 0.5700
Structural Similarity: 0.5500
Information Retrieval: 0.8000
Code Consistency: 0.0305
Readability: 0.4329
Weighted Score: 0.3980
Repository: devika
Scores:
BLEU: 0.0399
ROUGE-1: 0.2448
ROUGE-2: 0.0509
ROUGE-L: 0.2337
Cosine Similarity: 0.6946
Structural Similarity: 0.3529
Information Retrieval: 0.4000
Code Consistency: 0.0913
Readability: 0.4708
Weighted Score: 0.3189
Repository: gpt-pilot
Scores:
BLEU: 0.0476
ROUGE-1: 0.2038
ROUGE-2: 0.0367
ROUGE-L: 0.1921
Cosine Similarity: 0.3915
Structural Similarity: 0.2500
Information Retrieval: 1.0000
Code Consistency: 0.0485
Readability: -0.0075
Weighted Score: 0.2916
Repository: Depix
Scores:
BLEU: 0.0451
ROUGE-1: 0.2547
ROUGE-2: 0.0708
ROUGE-L: 0.2516
Cosine Similarity: 0.6649
Structural Similarity: 0.4545
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4461
Weighted Score: 0.3450
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.5870
ROUGE-1: 0.7405
ROUGE-2: 0.6992
ROUGE-L: 0.7405
Cosine Similarity: 0.8188
Structural Similarity: 0.5357
Information Retrieval: 0.6000
Code Consistency: 0.0526
Readability: 0.3605
Weighted Score: 0.4695
Repository: httpx
Scores:
BLEU: 0.1359
ROUGE-1: 0.1910
ROUGE-2: 0.0617
ROUGE-L: 0.1881
Cosine Similarity: 0.7284
Structural Similarity: 0.3182
Information Retrieval: 0.8000
Code Consistency: 0.0917
Readability: 0.2065
Weighted Score: 0.3526
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0189
ROUGE-1: 0.0823
ROUGE-2: 0.0136
ROUGE-L: 0.0804
Cosine Similarity: 0.1472
Structural Similarity: 0.4062
Information Retrieval: 0.6000
Code Consistency: 0.0374
Readability: 0.4867
Weighted Score: 0.2880
Repository: gpt-researcher
Scores:
BLEU: 0.0538
ROUGE-1: 0.2109
ROUGE-2: 0.0658
ROUGE-L: 0.2004
Cosine Similarity: 0.6559
Structural Similarity: 0.2857
Information Retrieval: 0.8000
Code Consistency: 0.0594
Readability: 0.2566
Weighted Score: 0.3387
Repository: mkdocs
Scores:
BLEU: 0.0716
ROUGE-1: 0.2661
ROUGE-2: 0.0730
ROUGE-L: 0.2427
Cosine Similarity: 0.6749
Structural Similarity: 0.4000
Information Retrieval: 0.0000
Code Consistency: 0.0438
Readability: 0.3483
Weighted Score: 0.2125
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: 0.0996
ROUGE-2: 0.0187
ROUGE-L: 0.0933
Cosine Similarity: 0.4690
Structural Similarity: 0.0491
Information Retrieval: 0.6000
Code Consistency: 0.3952
Readability: 0.3781
Weighted Score: 0.3335
Repository: GPT_API_free
Scores:
BLEU: 0.0109
ROUGE-1: 0.0671
ROUGE-2: 0.0030
ROUGE-L: 0.0671
Cosine Similarity: 0.2936
Structural Similarity: 0.1750
Information Retrieval: 0.6000
Code Consistency: 1.0000
Readability: 0.6163
Weighted Score: 0.4958
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0098
ROUGE-1: 0.2184
ROUGE-2: 0.0792
ROUGE-L: 0.2090
Cosine Similarity: 0.6504
Structural Similarity: 0.0857
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.3923
Weighted Score: 0.2500
Repository: ChatPaper
Scores:
BLEU: 0.0000
ROUGE-1: 0.0550
ROUGE-2: 0.0108
ROUGE-L: 0.0538
Cosine Similarity: 0.2486
Structural Similarity: 0.0909
Information Retrieval: 0.8000
Code Consistency: 0.0526
Readability: 0.2728
Weighted Score: 0.2630
Repository: twint
Scores:
BLEU: 0.0447
ROUGE-1: 0.2194
ROUGE-2: 0.0315
ROUGE-L: 0.2007
Cosine Similarity: 0.6409
Structural Similarity: 0.2000
Information Retrieval: 1.0000
Code Consistency: 0.1552
Readability: 0.5155
Weighted Score: 0.4378
Repository: flask
Scores:
BLEU: 0.3753
ROUGE-1: 0.6372
ROUGE-2: 0.5839
ROUGE-L: 0.6372
Cosine Similarity: 0.8470
Structural Similarity: 0.5000
Information Retrieval: 0.4000
Code Consistency: 0.0976
Readability: 0.5012
Weighted Score: 0.4340
Repository: professional-programming
Scores:
BLEU: 0.0001
ROUGE-1: 0.0418
ROUGE-2: 0.0066
ROUGE-L: 0.0391
Cosine Similarity: 0.4266
Structural Similarity: 0.0150
Information Retrieval: 0.0000
Code Consistency: 0.0000
Readability: -0.6305
Weighted Score: -0.0790
Repository: EIPs
Scores:
BLEU: 0.0216
ROUGE-1: 0.1199
ROUGE-2: 0.0187
ROUGE-L: 0.1161
Cosine Similarity: 0.1735
Structural Similarity: 0.0833
Information Retrieval: 0.2000
Code Consistency: 0.0237
Readability: 0.3903
Weighted Score: 0.1592
Repository: grok-1
Scores:
BLEU: 0.6937
ROUGE-1: 0.8199
ROUGE-2: 0.7263
ROUGE-L: 0.8033
Cosine Similarity: 0.8960
Structural Similarity: 0.3333
Information Retrieval: 0.4000
Code Consistency: 0.0361
Readability: 0.3202
Weighted Score: 0.4219
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.1279
ROUGE-2: 0.0324
ROUGE-L: 0.1246
Cosine Similarity: 0.6714
Structural Similarity: 0.0564
Information Retrieval: 0.8000
Code Consistency: 0.0548
Readability: 0.1913
Weighted Score: 0.2915
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0217
ROUGE-2: 0.0023
ROUGE-L: 0.0209
Cosine Similarity: 0.2497
Structural Similarity: 0.0714
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.5246
Weighted Score: 0.2585
Repository: hackingtool
Scores:
BLEU: 0.9996
ROUGE-1: 1.0000
ROUGE-2: 0.9990
ROUGE-L: 1.0000
Cosine Similarity: 1.0000
Structural Similarity: 0.9900
Information Retrieval: 0.6000
Code Consistency: 0.4118
Readability: -0.8108
Weighted Score: 0.4391
Repository: cascadia-code
Scores:
BLEU: 0.0427
ROUGE-1: 0.1362
ROUGE-2: 0.0147
ROUGE-L: 0.1331
Cosine Similarity: 0.1441
Structural Similarity: 0.2727
Information Retrieval: 0.6000
Code Consistency: 0.1333
Readability: -1.2842
Weighted Score: -0.0547
Repository: python-cheatsheet
Scores:
BLEU: 0.0162
ROUGE-1: 0.3584
ROUGE-2: 0.2897
ROUGE-L: 0.3581
Cosine Similarity: 0.6716
Structural Similarity: 0.1445
Information Retrieval: 0.4000
Code Consistency: 0.1176
Readability: 0.5368
Weighted Score: 0.3277
Repository: rembg
Scores:
BLEU: 0.0213
ROUGE-1: 0.2231
ROUGE-2: 0.0652
ROUGE-L: 0.2211
Cosine Similarity: 0.4398
Structural Similarity: 0.3929
Information Retrieval: 1.0000
Code Consistency: 0.0870
Readability: 0.4992
Weighted Score: 0.4197
Repository: devops-exercises
Scores:
BLEU: 0.0151
ROUGE-1: 0.3862
ROUGE-2: 0.3091
ROUGE-L: 0.3862
Cosine Similarity: 0.8252
Structural Similarity: 0.0260
Information Retrieval: 0.2000
Code Consistency: 0.0833
Readability: 0.3832
Weighted Score: 0.2560
Repository: AutoEq
Scores:
BLEU: 0.0127
ROUGE-1: 0.2063
ROUGE-2: 0.0339
ROUGE-L: 0.2003
Cosine Similarity: 0.4769
Structural Similarity: 0.2500
Information Retrieval: 0.4000
Code Consistency: 0.0424
Readability: 0.4055
Weighted Score: 0.2583
Repository: MiniGPT-4
Scores:
BLEU: 0.0747
ROUGE-1: 0.2127
ROUGE-2: 0.0410
ROUGE-L: 0.2127
Cosine Similarity: 0.6120
Structural Similarity: 0.4231
Information Retrieval: 0.4000
Code Consistency: 0.0597
Readability: 0.0150
Weighted Score: 0.2215
Repository: python-spider
Scores:
BLEU: 0.0341
ROUGE-1: 0.0167
ROUGE-2: 0.0000
ROUGE-L: 0.0167
Cosine Similarity: 0.4361
Structural Similarity: 0.3571
Information Retrieval: 0.8000
Code Consistency: 0.0443
Readability: -1.2809
Weighted Score: -0.0035
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1156
ROUGE-2: 0.0324
ROUGE-L: 0.1122
Cosine Similarity: 0.6687
Structural Similarity: 0.0078
Information Retrieval: 0.6000
Code Consistency: 0.0382
Readability: 0.4085
Weighted Score: 0.2857
Repository: flux
Scores:
BLEU: 0.0690
ROUGE-1: 0.2222
ROUGE-2: 0.0404
ROUGE-L: 0.2124
Cosine Similarity: 0.6520
Structural Similarity: 0.1957
Information Retrieval: 1.0000
Code Consistency: 0.1515
Readability: 0.2698
Weighted Score: 0.3918
Repository: pyright
Scores:
BLEU: 0.0343
ROUGE-1: 0.2049
ROUGE-2: 0.0407
ROUGE-L: 0.1995
Cosine Similarity: 0.2993
Structural Similarity: 0.5000
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.4024
Weighted Score: 0.2587
Repository: system-design-primer
Scores:
BLEU: 0.0021
ROUGE-1: 0.1214
ROUGE-2: 0.0254
ROUGE-L: 0.1188
Cosine Similarity: 0.4761
Structural Similarity: 0.1474
Information Retrieval: 0.4000
Code Consistency: 0.4839
Readability: 0.4095
Weighted Score: 0.3301
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