Upload 3-shot-gemini-1.5-flash-exp-0827_results_20240912_191049.log

3-shot-gemini-1.5-flash-exp-0827_results_20240912_191049.log

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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