Upload 7-shot-gemini-1.5-flash-exp-0827_results_20240912_203632.log

7-shot-gemini-1.5-flash-exp-0827_results_20240912_203632.log

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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