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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
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