Upload gpt-4o-2024-08-06_results_20240912_155645.log

gpt-4o-2024-08-06_results_20240912_155645.log

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+Evaluation Results for model: gpt-4o-2024-08-06
+Timestamp: 20240912_155645
+
+Average Scores:
+bleu: 0.0168
+rouge-1: 0.1536
+rouge-2: 0.0359
+rouge-l: 0.1481
+cosine_similarity: 0.4000
+structural_similarity: 0.2391
+information_retrieval: 0.7450
+code_consistency: 0.0836
+readability: 0.4433
+weighted_score: 0.3313
+
+Detailed Results:
+
+Repository: labelme
+Scores:
+  BLEU: 0.0108
+  ROUGE-1: 0.1953
+  ROUGE-2: 0.0443
+  ROUGE-L: 0.1893
+  Cosine Similarity: 0.4387
+  Structural Similarity: 0.1447
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0319
+  Readability: 0.4481
+  Weighted Score: 0.3298
+
+Repository: gpt-engineer
+Scores:
+  BLEU: 0.0247
+  ROUGE-1: 0.2326
+  ROUGE-2: 0.0348
+  ROUGE-L: 0.2216
+  Cosine Similarity: 0.4803
+  Structural Similarity: 0.3333
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0788
+  Readability: 0.4471
+  Weighted Score: 0.3654
+
+Repository: ChatGLM-6B
+Scores:
+  BLEU: 0.0006
+  ROUGE-1: 0.0617
+  ROUGE-2: 0.0159
+  ROUGE-L: 0.0617
+  Cosine Similarity: 0.2239
+  Structural Similarity: 0.1964
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0825
+  Readability: 0.3726
+  Weighted Score: 0.2978
+
+Repository: SMSBoom
+Scores:
+  BLEU: 0.0283
+  ROUGE-1: 0.1327
+  ROUGE-2: 0.0411
+  ROUGE-L: 0.1294
+  Cosine Similarity: 0.2083
+  Structural Similarity: 0.2250
+  Information Retrieval: 0.8000
+  Code Consistency: 0.1944
+  Readability: 0.5256
+  Weighted Score: 0.3603
+
+Repository: mackup
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0828
+  ROUGE-2: 0.0195
+  ROUGE-L: 0.0796
+  Cosine Similarity: 0.1357
+  Structural Similarity: 0.0192
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1481
+  Readability: 0.5012
+  Weighted Score: 0.2715
+
+Repository: TaskMatrix
+Scores:
+  BLEU: 0.0069
+  ROUGE-1: 0.2016
+  ROUGE-2: 0.0380
+  ROUGE-L: 0.1883
+  Cosine Similarity: 0.4663
+  Structural Similarity: 0.1607
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0519
+  Readability: 0.4136
+  Weighted Score: 0.3308
+
+Repository: Deep-Live-Cam
+Scores:
+  BLEU: 0.0032
+  ROUGE-1: 0.1970
+  ROUGE-2: 0.0439
+  ROUGE-L: 0.1898
+  Cosine Similarity: 0.5934
+  Structural Similarity: 0.1207
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0108
+  Readability: 0.5919
+  Weighted Score: 0.3667
+
+Repository: python-fire
+Scores:
+  BLEU: 0.0794
+  ROUGE-1: 0.3263
+  ROUGE-2: 0.1231
+  ROUGE-L: 0.3136
+  Cosine Similarity: 0.6743
+  Structural Similarity: 0.5625
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0218
+  Readability: 0.4921
+  Weighted Score: 0.4199
+
+Repository: devika
+Scores:
+  BLEU: 0.0252
+  ROUGE-1: 0.2424
+  ROUGE-2: 0.0723
+  ROUGE-L: 0.2350
+  Cosine Similarity: 0.6301
+  Structural Similarity: 0.2647
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0673
+  Readability: 0.3574
+  Weighted Score: 0.3953
+
+Repository: gpt-pilot
+Scores:
+  BLEU: 0.0011
+  ROUGE-1: 0.1468
+  ROUGE-2: 0.0191
+  ROUGE-L: 0.1407
+  Cosine Similarity: 0.3637
+  Structural Similarity: 0.1458
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0370
+  Readability: 0.4931
+  Weighted Score: 0.3273
+
+Repository: Depix
+Scores:
+  BLEU: 0.0293
+  ROUGE-1: 0.2059
+  ROUGE-2: 0.0389
+  ROUGE-L: 0.2026
+  Cosine Similarity: 0.5491
+  Structural Similarity: 0.5455
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.2677
+  Weighted Score: 0.3009
+
+Repository: Real-Time-Voice-Cloning
+Scores:
+  BLEU: 0.0306
+  ROUGE-1: 0.1965
+  ROUGE-2: 0.0385
+  ROUGE-L: 0.1895
+  Cosine Similarity: 0.3615
+  Structural Similarity: 0.4500
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0451
+  Readability: 0.4512
+  Weighted Score: 0.3177
+
+Repository: httpx
+Scores:
+  BLEU: 0.0367
+  ROUGE-1: 0.2333
+  ROUGE-2: 0.0730
+  ROUGE-L: 0.2296
+  Cosine Similarity: 0.5416
+  Structural Similarity: 0.5714
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0398
+  Readability: 0.5084
+  Weighted Score: 0.4425
+
+Repository: chatgpt-mirai-qq-bot
+Scores:
+  BLEU: 0.0020
+  ROUGE-1: 0.0593
+  ROUGE-2: 0.0122
+  ROUGE-L: 0.0593
+  Cosine Similarity: 0.0751
+  Structural Similarity: 0.2692
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0238
+  Readability: 0.4931
+  Weighted Score: 0.3024
+
+Repository: gpt-researcher
+Scores:
+  BLEU: 0.0019
+  ROUGE-1: 0.1951
+  ROUGE-2: 0.0649
+  ROUGE-L: 0.1897
+  Cosine Similarity: 0.5946
+  Structural Similarity: 0.2381
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0548
+  Readability: 0.4288
+  Weighted Score: 0.3552
+
+Repository: mkdocs
+Scores:
+  BLEU: 0.0670
+  ROUGE-1: 0.2464
+  ROUGE-2: 0.0883
+  ROUGE-L: 0.2464
+  Cosine Similarity: 0.5316
+  Structural Similarity: 0.7143
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0329
+  Readability: 0.5134
+  Weighted Score: 0.3800
+
+Repository: face_recognition
+Scores:
+  BLEU: 0.0005
+  ROUGE-1: 0.2015
+  ROUGE-2: 0.0587
+  ROUGE-L: 0.1900
+  Cosine Similarity: 0.6090
+  Structural Similarity: 0.1512
+  Information Retrieval: 0.8000
+  Code Consistency: 0.1364
+  Readability: 0.4116
+  Weighted Score: 0.3607
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0654
+  ROUGE-2: 0.0105
+  ROUGE-L: 0.0630
+  Cosine Similarity: 0.4926
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0565
+  Readability: 0.3923
+  Weighted Score: 0.3063
+
+Repository: GPT_API_free
+Scores:
+  BLEU: 0.0062
+  ROUGE-1: 0.0587
+  ROUGE-2: 0.0000
+  ROUGE-L: 0.0542
+  Cosine Similarity: 0.1376
+  Structural Similarity: 0.1750
+  Information Retrieval: 0.8000
+  Code Consistency: 1.0000
+  Readability: 0.5134
+  Weighted Score: 0.4983
+
+Repository: 30-Days-Of-Python
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1228
+  ROUGE-2: 0.0203
+  ROUGE-L: 0.1228
+  Cosine Similarity: 0.6194
+  Structural Similarity: 0.1000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0000
+  Readability: 0.5848
+  Weighted Score: 0.3578
+
+Repository: ChatPaper
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0659
+  ROUGE-2: 0.0164
+  ROUGE-L: 0.0647
+  Cosine Similarity: 0.1535
+  Structural Similarity: 0.0636
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0592
+  Readability: 0.3574
+  Weighted Score: 0.3100
+
+Repository: twint
+Scores:
+  BLEU: 0.0036
+  ROUGE-1: 0.1667
+  ROUGE-2: 0.0207
+  ROUGE-L: 0.1587
+  Cosine Similarity: 0.3566
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0862
+  Readability: 0.5398
+  Weighted Score: 0.3578
+
+Repository: flask
+Scores:
+  BLEU: 0.0951
+  ROUGE-1: 0.2691
+  ROUGE-2: 0.0945
+  ROUGE-L: 0.2639
+  Cosine Similarity: 0.5647
+  Structural Similarity: 0.3571
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0858
+  Readability: 0.6001
+  Weighted Score: 0.4199
+
+Repository: professional-programming
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0216
+  ROUGE-2: 0.0025
+  ROUGE-L: 0.0213
+  Cosine Similarity: 0.3674
+  Structural Similarity: 0.0038
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.4258
+  Weighted Score: 0.2438
+
+Repository: EIPs
+Scores:
+  BLEU: 0.0328
+  ROUGE-1: 0.1881
+  ROUGE-2: 0.0394
+  ROUGE-L: 0.1808
+  Cosine Similarity: 0.3856
+  Structural Similarity: 0.4286
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0059
+  Readability: 0.4217
+  Weighted Score: 0.3039
+
+Repository: grok-1
+Scores:
+  BLEU: 0.0629
+  ROUGE-1: 0.2760
+  ROUGE-2: 0.0747
+  ROUGE-L: 0.2579
+  Cosine Similarity: 0.5838
+  Structural Similarity: 0.2000
+  Information Retrieval: 1.0000
+  Code Consistency: 0.0723
+  Readability: 0.3280
+  Weighted Score: 0.3851
+
+Repository: PyTorch-GAN
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0949
+  ROUGE-2: 0.0151
+  ROUGE-L: 0.0914
+  Cosine Similarity: 0.5492
+  Structural Similarity: 0.0301
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0137
+  Readability: 0.3412
+  Weighted Score: 0.2956
+
+Repository: public-apis
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0215
+  ROUGE-2: 0.0020
+  ROUGE-L: 0.0212
+  Cosine Similarity: 0.1044
+  Structural Similarity: 0.0714
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0476
+  Readability: 0.4309
+  Weighted Score: 0.2348
+
+Repository: hackingtool
+Scores:
+  BLEU: 0.0013
+  ROUGE-1: 0.1249
+  ROUGE-2: 0.0127
+  ROUGE-L: 0.1139
+  Cosine Similarity: 0.2440
+  Structural Similarity: 0.0700
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0642
+  Readability: 0.4227
+  Weighted Score: 0.2573
+
+Repository: cascadia-code
+Scores:
+  BLEU: 0.0170
+  ROUGE-1: 0.1990
+  ROUGE-2: 0.0376
+  ROUGE-L: 0.1955
+  Cosine Similarity: 0.3703
+  Structural Similarity: 0.3636
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1333
+  Readability: 0.5879
+  Weighted Score: 0.3538
+
+Repository: python-cheatsheet
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0255
+  ROUGE-2: 0.0022
+  ROUGE-L: 0.0242
+  Cosine Similarity: 0.2996
+  Structural Similarity: 0.0024
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1765
+  Readability: 0.4288
+  Weighted Score: 0.2730
+
+Repository: rembg
+Scores:
+  BLEU: 0.0009
+  ROUGE-1: 0.1674
+  ROUGE-2: 0.0406
+  ROUGE-L: 0.1605
+  Cosine Similarity: 0.3103
+  Structural Similarity: 0.2500
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0609
+  Readability: 0.4688
+  Weighted Score: 0.2944
+
+Repository: devops-exercises
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0363
+  ROUGE-2: 0.0037
+  ROUGE-L: 0.0339
+  Cosine Similarity: 0.3432
+  Structural Similarity: 0.0714
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0417
+  Readability: 0.3493
+  Weighted Score: 0.2421
+
+Repository: AutoEq
+Scores:
+  BLEU: 0.0128
+  ROUGE-1: 0.2108
+  ROUGE-2: 0.0289
+  ROUGE-L: 0.2000
+  Cosine Similarity: 0.3421
+  Structural Similarity: 0.2857
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0424
+  Readability: 0.3503
+  Weighted Score: 0.3173
+
+Repository: MiniGPT-4
+Scores:
+  BLEU: 0.0023
+  ROUGE-1: 0.1644
+  ROUGE-2: 0.0223
+  ROUGE-L: 0.1590
+  Cosine Similarity: 0.2945
+  Structural Similarity: 0.3077
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0354
+  Readability: 0.4268
+  Weighted Score: 0.2845
+
+Repository: python-spider
+Scores:
+  BLEU: 0.0065
+  ROUGE-1: 0.0427
+  ROUGE-2: 0.0110
+  ROUGE-L: 0.0427
+  Cosine Similarity: 0.0582
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0443
+  Readability: 0.5327
+  Weighted Score: 0.3351
+
+Repository: chatgpt-retrieval-plugin
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.1391
+  ROUGE-2: 0.0284
+  ROUGE-L: 0.1340
+  Cosine Similarity: 0.6506
+  Structural Similarity: 0.0547
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0510
+  Readability: 0.4207
+  Weighted Score: 0.3349
+
+Repository: flux
+Scores:
+  BLEU: 0.0410
+  ROUGE-1: 0.2582
+  ROUGE-2: 0.0676
+  ROUGE-L: 0.2551
+  Cosine Similarity: 0.4717
+  Structural Similarity: 0.3125
+  Information Retrieval: 0.6000
+  Code Consistency: 0.1212
+  Readability: 0.3463
+  Weighted Score: 0.3154
+
+Repository: pyright
+Scores:
+  BLEU: 0.0403
+  ROUGE-1: 0.1989
+  ROUGE-2: 0.0450
+  ROUGE-L: 0.1823
+  Cosine Similarity: 0.2963
+  Structural Similarity: 0.5000
+  Information Retrieval: 0.6000
+  Code Consistency: 0.0000
+  Readability: 0.3178
+  Weighted Score: 0.2815
+
+Repository: system-design-primer
+Scores:
+  BLEU: 0.0000
+  ROUGE-1: 0.0690
+  ROUGE-2: 0.0116
+  ROUGE-L: 0.0666
+  Cosine Similarity: 0.5266
+  Structural Similarity: 0.0260
+  Information Retrieval: 0.8000
+  Code Consistency: 0.0887
+  Readability: 0.4288
+  Weighted Score: 0.3237