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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
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