Upload gpt-4o-mini-2024-07-18_results_20240912_161045.log

gpt-4o-mini-2024-07-18_results_20240912_161045.log

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+Evaluation Results for model: gpt-4o-mini-2024-07-18
+Timestamp: 20240912_161045
+
+Average Scores:
+bleu: 0.0164
+rouge-1: 0.1546
+rouge-2: 0.0385
+rouge-l: 0.1484
+cosine_similarity: 0.4057
+structural_similarity: 0.2381
+information_retrieval: 0.7250
+code_consistency: 0.0477
+readability: 0.4481
+weighted_score: 0.3216
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.0023
+  ROUGE-1: 0.2009
+  ROUGE-2: 0.0435
+  ROUGE-L: 0.1821
+  Cosine Similarity: 0.3899
+  Structural Similarity: 0.1447
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0160
+  Readability: 0.4309
+  Weighted Score: 0.2773
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.0057
+  ROUGE-1: 0.1891
+  ROUGE-2: 0.0336
+  ROUGE-L: 0.1798
+  Cosine Similarity: 0.4563
+  Structural Similarity: 0.2667
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0640
+  Readability: 0.3452
+  Weighted Score: 0.2882
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.0003
+  ROUGE-1: 0.0812
+  ROUGE-2: 0.0149
+  ROUGE-L: 0.0794
+  Cosine Similarity: 0.2606
+  Structural Similarity: 0.1964
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0515
+  Readability: 0.4207
+  Weighted Score: 0.3061
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0155
+  ROUGE-1: 0.1396
+  ROUGE-2: 0.0349
+  ROUGE-L: 0.1358
+  Cosine Similarity: 0.1868
+  Structural Similarity: 0.2250
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0833
+  Readability: 0.5276
+  Weighted Score: 0.3353
+
+Repository: mackup
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0780
+  ROUGE-2: 0.0140
+  ROUGE-L: 0.0758
+  Cosine Similarity: 0.0755
+  Structural Similarity: 0.1538
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1667
+  Readability: 0.4339
+  Weighted Score: 0.2687
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 0.0065
+  ROUGE-1: 0.1760
+  ROUGE-2: 0.0383
+  ROUGE-L: 0.1707
+  Cosine Similarity: 0.4540
+  Structural Similarity: 0.1250
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0260
+  Readability: 0.4288
+  Weighted Score: 0.3224
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.0004
+  ROUGE-1: 0.1753
+  ROUGE-2: 0.0419
+  ROUGE-L: 0.1678
+  Cosine Similarity: 0.5976
+  Structural Similarity: 0.1207
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0215
+  Readability: 0.5256
+  Weighted Score: 0.3142
+
+Repository: python-fire
+Scores:
+  BLEU: 0.0316
+  ROUGE-1: 0.3084
+  ROUGE-2: 0.1113
+  ROUGE-L: 0.2993
+  Cosine Similarity: 0.6084
+  Structural Similarity: 0.5625
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0174
+  Readability: 0.5114
+  Weighted Score: 0.3700
+
+Repository: devika
+Scores:
+  BLEU: 0.0119
+  ROUGE-1: 0.2419
+  ROUGE-2: 0.0883
+  ROUGE-L: 0.2341
+  Cosine Similarity: 0.6007
+  Structural Similarity: 0.2059
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0337
+  Readability: 0.3473
+  Weighted Score: 0.3369
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0003
+  ROUGE-1: 0.1550
+  ROUGE-2: 0.0263
+  ROUGE-L: 0.1487
+  Cosine Similarity: 0.4705
+  Structural Similarity: 0.1458
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0346
+  Readability: 0.4982
+  Weighted Score: 0.2993
+
+Repository: Depix
+Scores:
+  BLEU: 0.0164
+  ROUGE-1: 0.2263
+  ROUGE-2: 0.0455
+  ROUGE-L: 0.2263
+  Cosine Similarity: 0.5762
+  Structural Similarity: 0.3636
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.4045
+  Weighted Score: 0.3132
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.0210
+  ROUGE-1: 0.2080
+  ROUGE-2: 0.0362
+  ROUGE-L: 0.1971
+  Cosine Similarity: 0.4245
+  Structural Similarity: 0.3889
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0263
+  Readability: 0.4380
+  Weighted Score: 0.3111
+
+Repository: httpx
+Scores:
+  BLEU: 0.0387
+  ROUGE-1: 0.2261
+  ROUGE-2: 0.0533
+  ROUGE-L: 0.2120
+  Cosine Similarity: 0.6090
+  Structural Similarity: 0.4000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0550
+  Readability: 0.4197
+  Weighted Score: 0.3361
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0009
+  ROUGE-1: 0.0726
+  ROUGE-2: 0.0195
+  ROUGE-L: 0.0726
+  Cosine Similarity: 0.0901
+  Structural Similarity: 0.2692
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0136
+  Readability: 0.4278
+  Weighted Score: 0.2498
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0001
+  ROUGE-1: 0.1560
+  ROUGE-2: 0.0443
+  ROUGE-L: 0.1522
+  Cosine Similarity: 0.5102
+  Structural Similarity: 0.1905
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0457
+  Readability: 0.4309
+  Weighted Score: 0.3372
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.0617
+  ROUGE-1: 0.2782
+  ROUGE-2: 0.0935
+  ROUGE-L: 0.2686
+  Cosine Similarity: 0.4919
+  Structural Similarity: 0.7143
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0384
+  Readability: 0.5787
+  Weighted Score: 0.3916
+
+Repository: face_recognition
+Scores:
+  BLEU: 0.0002
+  ROUGE-1: 0.1834
+  ROUGE-2: 0.0596
+  ROUGE-L: 0.1815
+  Cosine Similarity: 0.5534
+  Structural Similarity: 0.1860
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0909
+  Readability: 0.4901
+  Weighted Score: 0.4044
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0556
+  ROUGE-2: 0.0073
+  ROUGE-L: 0.0546
+  Cosine Similarity: 0.4725
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0484
+  Readability: 0.3730
+  Weighted Score: 0.2981
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0026
+  ROUGE-1: 0.0679
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0588
+  Cosine Similarity: 0.1274
+  Structural Similarity: 0.1750
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0000
+  Readability: 0.5226
+  Weighted Score: 0.3393
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1326
+  ROUGE-2: 0.0298
+  ROUGE-L: 0.1221
+  Cosine Similarity: 0.6629
+  Structural Similarity: 0.1000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0769
+  Readability: 0.4099
+  Weighted Score: 0.3432
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0649
+  ROUGE-2: 0.0159
+  ROUGE-L: 0.0649
+  Cosine Similarity: 0.1500
+  Structural Similarity: 0.0636
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0197
+  Readability: 0.3381
+  Weighted Score: 0.2578
+
+Repository: twint
+Scores:
+  BLEU: 0.0090
+  ROUGE-1: 0.2165
+  ROUGE-2: 0.0602
+  ROUGE-L: 0.1985
+  Cosine Similarity: 0.5311
+  Structural Similarity: 0.2000
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1121
+  Readability: 0.5869
+  Weighted Score: 0.4297
+
+Repository: flask
+Scores:
+  BLEU: 0.2040
+  ROUGE-1: 0.3509
+  ROUGE-2: 0.1675
+  ROUGE-L: 0.3439
+  Cosine Similarity: 0.5052
+  Structural Similarity: 0.3571
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0621
+  Readability: 0.5645
+  Weighted Score: 0.3808
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0274
+  ROUGE-2: 0.0038
+  ROUGE-L: 0.0268
+  Cosine Similarity: 0.4221
+  Structural Similarity: 0.0263
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.5114
+  Weighted Score: 0.2691
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0211
+  ROUGE-1: 0.1752
+  ROUGE-2: 0.0286
+  ROUGE-L: 0.1715
+  Cosine Similarity: 0.4302
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0178
+  Readability: 0.3412
+  Weighted Score: 0.3323
+
+Repository: grok-1
+Scores:
+  BLEU: 0.0798
+  ROUGE-1: 0.2711
+  ROUGE-2: 0.0714
+  ROUGE-L: 0.2558
+  Cosine Similarity: 0.4896
+  Structural Similarity: 0.2857
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0361
+  Readability: 0.3483
+  Weighted Score: 0.3024
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0788
+  ROUGE-2: 0.0122
+  ROUGE-L: 0.0753
+  Cosine Similarity: 0.4550
+  Structural Similarity: 0.0338
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.2667
+  Weighted Score: 0.2678
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0214
+  ROUGE-2: 0.0023
+  ROUGE-L: 0.0212
+  Cosine Similarity: 0.1530
+  Structural Similarity: 0.0714
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0476
+  Readability: 0.4441
+  Weighted Score: 0.2823
+
+Repository: hackingtool
+Scores:
+  BLEU: 0.0116
+  ROUGE-1: 0.1305
+  ROUGE-2: 0.0396
+  ROUGE-L: 0.1217
+  Cosine Similarity: 0.1481
+  Structural Similarity: 0.2000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0695
+  Readability: 0.3422
+  Weighted Score: 0.2481
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0195
+  ROUGE-1: 0.1911
+  ROUGE-2: 0.0279
+  ROUGE-L: 0.1845
+  Cosine Similarity: 0.4209
+  Structural Similarity: 0.3636
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0667
+  Readability: 0.5889
+  Weighted Score: 0.3450
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0343
+  ROUGE-2: 0.0034
+  ROUGE-L: 0.0326
+  Cosine Similarity: 0.3549
+  Structural Similarity: 0.0166
+  Information Retrieval: 0.8000
+  Code Consistency: 0.1176
+  Readability: 0.5716
+  Weighted Score: 0.3373
+
+Repository: rembg
+Scores:
+  BLEU: 0.0002
+  ROUGE-1: 0.1614
+  ROUGE-2: 0.0388
+  ROUGE-L: 0.1590
+  Cosine Similarity: 0.3309
+  Structural Similarity: 0.3000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0783
+  Readability: 0.4799
+  Weighted Score: 0.3468
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0405
+  ROUGE-2: 0.0044
+  ROUGE-L: 0.0391
+  Cosine Similarity: 0.3747
+  Structural Similarity: 0.0455
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0417
+  Readability: 0.5063
+  Weighted Score: 0.3144
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0200
+  ROUGE-1: 0.2378
+  ROUGE-2: 0.0547
+  ROUGE-L: 0.2350
+  Cosine Similarity: 0.5061
+  Structural Similarity: 0.3571
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0381
+  Readability: 0.4187
+  Weighted Score: 0.3173
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0023
+  ROUGE-1: 0.1559
+  ROUGE-2: 0.0276
+  ROUGE-L: 0.1505
+  Cosine Similarity: 0.2967
+  Structural Similarity: 0.4231
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0243
+  Readability: 0.4390
+  Weighted Score: 0.2961
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0025
+  ROUGE-1: 0.0463
+  ROUGE-2: 0.0086
+  ROUGE-L: 0.0463
+  Cosine Similarity: 0.0330
+  Structural Similarity: 0.5000
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0246
+  Readability: 0.5879
+  Weighted Score: 0.3794
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1095
+  ROUGE-2: 0.0275
+  ROUGE-L: 0.1060
+  Cosine Similarity: 0.6489
+  Structural Similarity: 0.0547
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0382
+  Readability: 0.4461
+  Weighted Score: 0.3353
+
+Repository: flux
+Scores:
+  BLEU: 0.0220
+  ROUGE-1: 0.2417
+  ROUGE-2: 0.0628
+  ROUGE-L: 0.2351
+  Cosine Similarity: 0.5112
+  Structural Similarity: 0.3125
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0909
+  Readability: 0.3300
+  Weighted Score: 0.3068
+
+Repository: pyright
+Scores:
+  BLEU: 0.0480
+  ROUGE-1: 0.2141
+  ROUGE-2: 0.0387
+  ROUGE-L: 0.1880
+  Cosine Similarity: 0.3157
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.4349
+  Weighted Score: 0.3081
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0619
+  ROUGE-2: 0.0091
+  ROUGE-L: 0.0596
+  Cosine Similarity: 0.5326
+  Structural Similarity: 0.0260
+  Information Retrieval: 1.0000
+  Code Consistency: 0.1129
+  Readability: 0.4116
+  Weighted Score: 0.3651