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Evaluation Results for model: o1-mini
Timestamp: 20240913_183521
Average Scores:
bleu: 0.0313
rouge-1: 0.1539
rouge-2: 0.0351
rouge-l: 0.1481
cosine_similarity: 0.4249
structural_similarity: 0.2755
information_retrieval: 0.8000
code_consistency: 0.0778
readability: 0.3527
weighted_score: 0.3305
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0167
ROUGE-1: 0.2257
ROUGE-2: 0.0635
ROUGE-L: 0.2172
Cosine Similarity: 0.4417
Structural Similarity: 0.1447
Information Retrieval: 0.8000
Code Consistency: 0.0160
Readability: 0.3422
Weighted Score: 0.3089
Repository: gpt-engineer
Scores:
BLEU: 0.0320
ROUGE-1: 0.1942
ROUGE-2: 0.0203
ROUGE-L: 0.1772
Cosine Similarity: 0.4518
Structural Similarity: 0.5333
Information Retrieval: 0.8000
Code Consistency: 0.0739
Readability: 0.2596
Weighted Score: 0.3415
Repository: ChatGLM-6B
Scores:
BLEU: 0.0244
ROUGE-1: 0.0932
ROUGE-2: 0.0232
ROUGE-L: 0.0932
Cosine Similarity: 0.4508
Structural Similarity: 0.3214
Information Retrieval: 1.0000
Code Consistency: 0.0722
Readability: 0.2749
Weighted Score: 0.3561
Repository: SMSBoom
Scores:
BLEU: 0.0948
ROUGE-1: 0.1324
ROUGE-2: 0.0370
ROUGE-L: 0.1297
Cosine Similarity: 0.2038
Structural Similarity: 0.3846
Information Retrieval: 1.0000
Code Consistency: 0.1389
Readability: 0.4471
Weighted Score: 0.3955
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0887
ROUGE-2: 0.0232
ROUGE-L: 0.0826
Cosine Similarity: 0.1500
Structural Similarity: 0.2500
Information Retrieval: 0.6000
Code Consistency: 0.2037
Readability: 0.4380
Weighted Score: 0.2948
Repository: TaskMatrix
Scores:
BLEU: 0.0162
ROUGE-1: 0.2092
ROUGE-2: 0.0407
ROUGE-L: 0.1993
Cosine Similarity: 0.4469
Structural Similarity: 0.1607
Information Retrieval: 0.8000
Code Consistency: 0.0390
Readability: 0.3361
Weighted Score: 0.3124
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0357
ROUGE-1: 0.2037
ROUGE-2: 0.0314
ROUGE-L: 0.1956
Cosine Similarity: 0.5690
Structural Similarity: 0.4531
Information Retrieval: 0.8000
Code Consistency: 0.0108
Readability: 0.4349
Weighted Score: 0.3693
Repository: python-fire
Scores:
BLEU: 0.1594
ROUGE-1: 0.3261
ROUGE-2: 0.1319
ROUGE-L: 0.3080
Cosine Similarity: 0.6987
Structural Similarity: 0.4167
Information Retrieval: 0.8000
Code Consistency: 0.0218
Readability: 0.5287
Weighted Score: 0.4232
Repository: devika
Scores:
BLEU: 0.0614
ROUGE-1: 0.2513
ROUGE-2: 0.0648
ROUGE-L: 0.2385
Cosine Similarity: 0.6299
Structural Similarity: 0.5000
Information Retrieval: 0.8000
Code Consistency: 0.1010
Readability: 0.3584
Weighted Score: 0.3895
Repository: gpt-pilot
Scores:
BLEU: 0.0200
ROUGE-1: 0.1927
ROUGE-2: 0.0338
ROUGE-L: 0.1910
Cosine Similarity: 0.5560
Structural Similarity: 0.2708
Information Retrieval: 1.0000
Code Consistency: 0.0531
Readability: 0.4552
Weighted Score: 0.4003
Repository: Depix
Scores:
BLEU: 0.0484
ROUGE-1: 0.2219
ROUGE-2: 0.0429
ROUGE-L: 0.2130
Cosine Similarity: 0.5544
Structural Similarity: 0.5417
Information Retrieval: 0.6000
Code Consistency: 0.0400
Readability: 0.2779
Weighted Score: 0.3140
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0433
ROUGE-1: 0.2146
ROUGE-2: 0.0422
ROUGE-L: 0.2040
Cosine Similarity: 0.4239
Structural Similarity: 0.3750
Information Retrieval: 0.6000
Code Consistency: 0.0714
Readability: 0.2809
Weighted Score: 0.2901
Repository: httpx
Scores:
BLEU: 0.0779
ROUGE-1: 0.2076
ROUGE-2: 0.0610
ROUGE-L: 0.2076
Cosine Similarity: 0.6010
Structural Similarity: 0.4000
Information Retrieval: 1.0000
Code Consistency: 0.0765
Readability: 0.3310
Weighted Score: 0.4053
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0050
ROUGE-1: 0.0816
ROUGE-2: 0.0185
ROUGE-L: 0.0816
Cosine Similarity: 0.1443
Structural Similarity: 0.3462
Information Retrieval: 1.0000
Code Consistency: 0.0442
Readability: 0.3523
Weighted Score: 0.3349
Repository: gpt-researcher
Scores:
BLEU: 0.0293
ROUGE-1: 0.1995
ROUGE-2: 0.0593
ROUGE-L: 0.1886
Cosine Similarity: 0.5943
Structural Similarity: 0.2857
Information Retrieval: 1.0000
Code Consistency: 0.0502
Readability: 0.3107
Weighted Score: 0.3781
Repository: mkdocs
Scores:
BLEU: 0.0297
ROUGE-1: 0.2014
ROUGE-2: 0.0379
ROUGE-L: 0.1945
Cosine Similarity: 0.4870
Structural Similarity: 0.6429
Information Retrieval: 0.6000
Code Consistency: 0.0493
Readability: 0.3730
Weighted Score: 0.3349
Repository: face_recognition
Scores:
BLEU: 0.0075
ROUGE-1: 0.2270
ROUGE-2: 0.0617
ROUGE-L: 0.2163
Cosine Similarity: 0.6007
Structural Similarity: 0.2093
Information Retrieval: 1.0000
Code Consistency: 0.0909
Readability: 0.5236
Weighted Score: 0.4215
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0569
ROUGE-2: 0.0071
ROUGE-L: 0.0541
Cosine Similarity: 0.4595
Structural Similarity: 0.0260
Information Retrieval: 0.8000
Code Consistency: 0.0484
Readability: 0.2708
Weighted Score: 0.2763
Repository: GPT_API_free
Scores:
BLEU: 0.0200
ROUGE-1: 0.1111
ROUGE-2: 0.0262
ROUGE-L: 0.1111
Cosine Similarity: 0.1560
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.5246
Weighted Score: 0.3083
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0005
ROUGE-1: 0.1359
ROUGE-2: 0.0172
ROUGE-L: 0.1290
Cosine Similarity: 0.5549
Structural Similarity: 0.1000
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.3351
Weighted Score: 0.3020
Repository: ChatPaper
Scores:
BLEU: 0.0002
ROUGE-1: 0.0823
ROUGE-2: 0.0198
ROUGE-L: 0.0811
Cosine Similarity: 0.2450
Structural Similarity: 0.1636
Information Retrieval: 0.8000
Code Consistency: 0.0789
Readability: 0.1760
Weighted Score: 0.2580
Repository: twint
Scores:
BLEU: 0.0321
ROUGE-1: 0.1891
ROUGE-2: 0.0297
ROUGE-L: 0.1800
Cosine Similarity: 0.4776
Structural Similarity: 0.2500
Information Retrieval: 1.0000
Code Consistency: 0.1379
Readability: 0.4349
Weighted Score: 0.4039
Repository: flask
Scores:
BLEU: 0.0172
ROUGE-1: 0.1546
ROUGE-2: 0.0358
ROUGE-L: 0.1499
Cosine Similarity: 0.4077
Structural Similarity: 0.2857
Information Retrieval: 0.6000
Code Consistency: 0.1006
Readability: 0.3138
Weighted Score: 0.2853
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0184
ROUGE-2: 0.0018
ROUGE-L: 0.0181
Cosine Similarity: 0.3315
Structural Similarity: 0.0338
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.5358
Weighted Score: 0.3050
Repository: EIPs
Scores:
BLEU: 0.0490
ROUGE-1: 0.1900
ROUGE-2: 0.0379
ROUGE-L: 0.1838
Cosine Similarity: 0.3894
Structural Similarity: 0.3333
Information Retrieval: 0.8000
Code Consistency: 0.0296
Readability: 0.3595
Weighted Score: 0.3288
Repository: grok-1
Scores:
BLEU: 0.0723
ROUGE-1: 0.2213
ROUGE-2: 0.0571
ROUGE-L: 0.2129
Cosine Similarity: 0.5618
Structural Similarity: 0.1538
Information Retrieval: 0.8000
Code Consistency: 0.0602
Readability: 0.3615
Weighted Score: 0.3396
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.1114
ROUGE-2: 0.0230
ROUGE-L: 0.1072
Cosine Similarity: 0.5560
Structural Similarity: 0.0301
Information Retrieval: 0.8000
Code Consistency: 0.0411
Readability: 0.2728
Weighted Score: 0.2895
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0263
ROUGE-2: 0.0027
ROUGE-L: 0.0261
Cosine Similarity: 0.1294
Structural Similarity: 0.1071
Information Retrieval: 0.8000
Code Consistency: 0.0476
Readability: 0.3473
Weighted Score: 0.2645
Repository: hackingtool
Scores:
BLEU: 0.0140
ROUGE-1: 0.1018
ROUGE-2: 0.0153
ROUGE-L: 0.0980
Cosine Similarity: 0.3021
Structural Similarity: 0.1000
Information Retrieval: 0.6000
Code Consistency: 0.4920
Readability: 0.3534
Weighted Score: 0.3379
Repository: cascadia-code
Scores:
BLEU: 0.0385
ROUGE-1: 0.1738
ROUGE-2: 0.0237
ROUGE-L: 0.1658
Cosine Similarity: 0.4286
Structural Similarity: 0.3929
Information Retrieval: 0.8000
Code Consistency: 0.2000
Readability: 0.3534
Weighted Score: 0.3688
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0288
ROUGE-2: 0.0020
ROUGE-L: 0.0278
Cosine Similarity: 0.3018
Structural Similarity: 0.0261
Information Retrieval: 0.6000
Code Consistency: 0.1765
Readability: 0.2718
Weighted Score: 0.2444
Repository: rembg
Scores:
BLEU: 0.0578
ROUGE-1: 0.1975
ROUGE-2: 0.0791
ROUGE-L: 0.1937
Cosine Similarity: 0.4418
Structural Similarity: 0.4423
Information Retrieval: 0.8000
Code Consistency: 0.0783
Readability: 0.3341
Weighted Score: 0.3524
Repository: devops-exercises
Scores:
BLEU: 0.0000
ROUGE-1: 0.0483
ROUGE-2: 0.0049
ROUGE-L: 0.0480
Cosine Similarity: 0.2898
Structural Similarity: 0.0909
Information Retrieval: 0.8000
Code Consistency: 0.0417
Readability: 0.3655
Weighted Score: 0.2829
Repository: AutoEq
Scores:
BLEU: 0.0242
ROUGE-1: 0.1841
ROUGE-2: 0.0279
ROUGE-L: 0.1813
Cosine Similarity: 0.4377
Structural Similarity: 0.3214
Information Retrieval: 0.8000
Code Consistency: 0.0466
Readability: 0.2809
Weighted Score: 0.3170
Repository: MiniGPT-4
Scores:
BLEU: 0.0089
ROUGE-1: 0.1452
ROUGE-2: 0.0304
ROUGE-L: 0.1402
Cosine Similarity: 0.3657
Structural Similarity: 0.4231
Information Retrieval: 0.6000
Code Consistency: 0.0310
Readability: 0.3513
Weighted Score: 0.2868
Repository: python-spider
Scores:
BLEU: 0.0493
ROUGE-1: 0.0455
ROUGE-2: 0.0116
ROUGE-L: 0.0455
Cosine Similarity: 0.1629
Structural Similarity: 0.2333
Information Retrieval: 1.0000
Code Consistency: 0.0493
Readability: 0.4441
Weighted Score: 0.3467
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1439
ROUGE-2: 0.0324
ROUGE-L: 0.1364
Cosine Similarity: 0.6062
Structural Similarity: 0.1875
Information Retrieval: 0.8000
Code Consistency: 0.0573
Readability: 0.1750
Weighted Score: 0.2963
Repository: flux
Scores:
BLEU: 0.1255
ROUGE-1: 0.2746
ROUGE-2: 0.0944
ROUGE-L: 0.2694
Cosine Similarity: 0.5912
Structural Similarity: 0.3750
Information Retrieval: 0.8000
Code Consistency: 0.1364
Readability: 0.3117
Weighted Score: 0.3801
Repository: pyright
Scores:
BLEU: 0.0396
ROUGE-1: 0.1810
ROUGE-2: 0.0236
ROUGE-L: 0.1667
Cosine Similarity: 0.2984
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.2749
Weighted Score: 0.2712
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0633
ROUGE-2: 0.0066
ROUGE-L: 0.0590
Cosine Similarity: 0.4956
Structural Similarity: 0.0318
Information Retrieval: 0.8000
Code Consistency: 0.1048
Readability: 0.3351
Weighted Score: 0.3050
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