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Evaluation Results for model: mistral-nemo:12b-instruct-2407-fp16
Timestamp: 20240912_182234
Average Scores:
bleu: 0.0109
rouge-1: 0.1124
rouge-2: 0.0170
rouge-l: 0.1094
cosine_similarity: 0.2662
structural_similarity: 0.2426
information_retrieval: 0.5200
code_consistency: 0.0880
readability: 0.3730
weighted_score: 0.2562
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0054
ROUGE-1: 0.1679
ROUGE-2: 0.0276
ROUGE-L: 0.1679
Cosine Similarity: 0.3189
Structural Similarity: 0.1184
Information Retrieval: 0.6000
Code Consistency: 0.0224
Readability: 0.4004
Weighted Score: 0.2610
Repository: gpt-engineer
Scores:
BLEU: 0.0227
ROUGE-1: 0.1712
ROUGE-2: 0.0260
ROUGE-L: 0.1626
Cosine Similarity: 0.3477
Structural Similarity: 0.4000
Information Retrieval: 0.8000
Code Consistency: 0.0443
Readability: 0.1466
Weighted Score: 0.2873
Repository: ChatGLM-6B
Scores:
BLEU: 0.0005
ROUGE-1: 0.0718
ROUGE-2: 0.0111
ROUGE-L: 0.0718
Cosine Similarity: 0.3376
Structural Similarity: 0.1964
Information Retrieval: 0.8000
Code Consistency: 0.0722
Readability: 0.3280
Weighted Score: 0.2987
Repository: SMSBoom
Scores:
BLEU: 0.0152
ROUGE-1: 0.0803
ROUGE-2: 0.0162
ROUGE-L: 0.0803
Cosine Similarity: 0.0913
Structural Similarity: 0.2750
Information Retrieval: 0.6000
Code Consistency: 0.1389
Readability: 0.6163
Weighted Score: 0.3151
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0812
ROUGE-2: 0.0183
ROUGE-L: 0.0769
Cosine Similarity: 0.1599
Structural Similarity: 0.1923
Information Retrieval: 0.6000
Code Consistency: 0.1481
Readability: 0.3452
Weighted Score: 0.2598
Repository: TaskMatrix
Scores:
BLEU: 0.0222
ROUGE-1: 0.1630
ROUGE-2: 0.0241
ROUGE-L: 0.1533
Cosine Similarity: 0.3942
Structural Similarity: 0.1607
Information Retrieval: 0.8000
Code Consistency: 0.0519
Readability: 0.4738
Weighted Score: 0.3342
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0063
ROUGE-1: 0.1495
ROUGE-2: 0.0351
ROUGE-L: 0.1441
Cosine Similarity: 0.3481
Structural Similarity: 0.3966
Information Retrieval: 0.6000
Code Consistency: 0.0430
Readability: 0.3422
Weighted Score: 0.2831
Repository: python-fire
Scores:
BLEU: 0.0109
ROUGE-1: 0.1498
ROUGE-2: 0.0051
ROUGE-L: 0.1417
Cosine Similarity: 0.1138
Structural Similarity: 0.3333
Information Retrieval: 0.4000
Code Consistency: 0.0334
Readability: 0.3270
Weighted Score: 0.2078
Repository: devika
Scores:
BLEU: 0.0289
ROUGE-1: 0.1578
ROUGE-2: 0.0401
ROUGE-L: 0.1501
Cosine Similarity: 0.2939
Structural Similarity: 0.2941
Information Retrieval: 0.6000
Code Consistency: 0.0577
Readability: 0.0853
Weighted Score: 0.2219
Repository: gpt-pilot
Scores:
BLEU: 0.0015
ROUGE-1: 0.1255
ROUGE-2: 0.0145
ROUGE-L: 0.1194
Cosine Similarity: 0.2762
Structural Similarity: 0.2292
Information Retrieval: 0.2000
Code Consistency: 0.0370
Readability: 0.3584
Weighted Score: 0.1784
Repository: Depix
Scores:
BLEU: 0.0198
ROUGE-1: 0.1414
ROUGE-2: 0.0224
ROUGE-L: 0.1380
Cosine Similarity: 0.3574
Structural Similarity: 0.3182
Information Retrieval: 0.8000
Code Consistency: 0.1200
Readability: 0.1872
Weighted Score: 0.3011
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0184
ROUGE-1: 0.1224
ROUGE-2: 0.0202
ROUGE-L: 0.1224
Cosine Similarity: 0.1763
Structural Similarity: 0.4500
Information Retrieval: 0.4000
Code Consistency: 0.0263
Readability: 0.4962
Weighted Score: 0.2578
Repository: httpx
Scores:
BLEU: 0.0244
ROUGE-1: 0.1766
ROUGE-2: 0.0309
ROUGE-L: 0.1766
Cosine Similarity: 0.3697
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0581
Readability: 0.3686
Weighted Score: 0.3076
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0005
ROUGE-1: 0.0812
ROUGE-2: 0.0178
ROUGE-L: 0.0812
Cosine Similarity: 0.0955
Structural Similarity: 0.3462
Information Retrieval: 0.8000
Code Consistency: 0.0238
Readability: 0.4962
Weighted Score: 0.3142
Repository: gpt-researcher
Scores:
BLEU: 0.0023
ROUGE-1: 0.1171
ROUGE-2: 0.0188
ROUGE-L: 0.1152
Cosine Similarity: 0.2089
Structural Similarity: 0.2857
Information Retrieval: 0.8000
Code Consistency: 0.0776
Readability: 0.2058
Weighted Score: 0.2748
Repository: mkdocs
Scores:
BLEU: 0.0219
ROUGE-1: 0.1393
ROUGE-2: 0.0215
ROUGE-L: 0.1393
Cosine Similarity: 0.2371
Structural Similarity: 0.4286
Information Retrieval: 0.6000
Code Consistency: 0.0521
Readability: 0.3320
Weighted Score: 0.2756
Repository: face_recognition
Scores:
BLEU: 0.0001
ROUGE-1: 0.1182
ROUGE-2: 0.0223
ROUGE-L: 0.1163
Cosine Similarity: 0.4336
Structural Similarity: 0.1163
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.3666
Weighted Score: 0.2569
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0481
ROUGE-2: 0.0042
ROUGE-L: 0.0467
Cosine Similarity: 0.3044
Structural Similarity: 0.0289
Information Retrieval: 0.0000
Code Consistency: 0.1129
Readability: 0.5084
Weighted Score: 0.1609
Repository: GPT_API_free
Scores:
BLEU: 0.0018
ROUGE-1: 0.0593
ROUGE-2: 0.0000
ROUGE-L: 0.0593
Cosine Similarity: 0.1069
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 1.0000
Readability: 0.6021
Weighted Score: 0.5128
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0000
ROUGE-1: 0.1160
ROUGE-2: 0.0152
ROUGE-L: 0.1116
Cosine Similarity: 0.3842
Structural Similarity: 0.0857
Information Retrieval: 0.6000
Code Consistency: 0.0769
Readability: 0.5706
Weighted Score: 0.3046
Repository: ChatPaper
Scores:
BLEU: 0.0000
ROUGE-1: 0.0510
ROUGE-2: 0.0035
ROUGE-L: 0.0484
Cosine Similarity: 0.0723
Structural Similarity: 0.0636
Information Retrieval: 0.2000
Code Consistency: 0.0263
Readability: 0.3639
Weighted Score: 0.1351
Repository: twint
Scores:
BLEU: 0.0102
ROUGE-1: 0.1189
ROUGE-2: 0.0169
ROUGE-L: 0.1134
Cosine Similarity: 0.2062
Structural Similarity: 0.3500
Information Retrieval: 0.2000
Code Consistency: 0.1638
Readability: 0.4065
Weighted Score: 0.2190
Repository: flask
Scores:
BLEU: 0.0191
ROUGE-1: 0.1296
ROUGE-2: 0.0161
ROUGE-L: 0.1296
Cosine Similarity: 0.2013
Structural Similarity: 0.2500
Information Retrieval: 0.6000
Code Consistency: 0.0740
Readability: 0.2058
Weighted Score: 0.2322
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0238
ROUGE-2: 0.0029
ROUGE-L: 0.0233
Cosine Similarity: 0.3054
Structural Similarity: 0.0414
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4309
Weighted Score: 0.2825
Repository: EIPs
Scores:
BLEU: 0.0353
ROUGE-1: 0.1930
ROUGE-2: 0.0294
ROUGE-L: 0.1860
Cosine Similarity: 0.3039
Structural Similarity: 0.4286
Information Retrieval: 0.8000
Code Consistency: 0.0237
Readability: 0.0701
Weighted Score: 0.2692
Repository: grok-1
Scores:
BLEU: 0.0698
ROUGE-1: 0.2111
ROUGE-2: 0.0467
ROUGE-L: 0.2010
Cosine Similarity: 0.4711
Structural Similarity: 0.2500
Information Retrieval: 0.4000
Code Consistency: 0.0602
Readability: 0.3320
Weighted Score: 0.2529
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0870
ROUGE-2: 0.0154
ROUGE-L: 0.0844
Cosine Similarity: 0.5495
Structural Similarity: 0.0301
Information Retrieval: 0.2000
Code Consistency: 0.0411
Readability: 0.4380
Weighted Score: 0.2000
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0204
ROUGE-2: 0.0016
ROUGE-L: 0.0204
Cosine Similarity: 0.0704
Structural Similarity: 0.0446
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.4637
Weighted Score: 0.1857
Repository: hackingtool
Scores:
BLEU: 0.0131
ROUGE-1: 0.1222
ROUGE-2: 0.0086
ROUGE-L: 0.1222
Cosine Similarity: 0.4898
Structural Similarity: 0.1800
Information Retrieval: 0.6000
Code Consistency: 0.0642
Readability: 0.4369
Weighted Score: 0.2970
Repository: cascadia-code
Scores:
BLEU: 0.0149
ROUGE-1: 0.1310
ROUGE-2: 0.0197
ROUGE-L: 0.1276
Cosine Similarity: 0.2394
Structural Similarity: 0.4583
Information Retrieval: 0.2000
Code Consistency: 0.0667
Readability: 0.5442
Weighted Score: 0.2428
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0342
ROUGE-2: 0.0059
ROUGE-L: 0.0342
Cosine Similarity: 0.3649
Structural Similarity: 0.0142
Information Retrieval: 0.4000
Code Consistency: 0.0588
Readability: 0.5879
Weighted Score: 0.2497
Repository: rembg
Scores:
BLEU: 0.0008
ROUGE-1: 0.1257
ROUGE-2: 0.0097
ROUGE-L: 0.1187
Cosine Similarity: 0.1224
Structural Similarity: 0.2750
Information Retrieval: 0.6000
Code Consistency: 0.0870
Readability: 0.4248
Weighted Score: 0.2707
Repository: devops-exercises
Scores:
BLEU: 0.0000
ROUGE-1: 0.0333
ROUGE-2: 0.0045
ROUGE-L: 0.0326
Cosine Similarity: 0.2153
Structural Similarity: 0.0844
Information Retrieval: 0.6000
Code Consistency: 0.1667
Readability: 0.3117
Weighted Score: 0.2480
Repository: AutoEq
Scores:
BLEU: 0.0137
ROUGE-1: 0.1538
ROUGE-2: 0.0226
ROUGE-L: 0.1448
Cosine Similarity: 0.2485
Structural Similarity: 0.3929
Information Retrieval: 0.4000
Code Consistency: 0.0975
Readability: 0.1679
Weighted Score: 0.2093
Repository: MiniGPT-4
Scores:
BLEU: 0.0012
ROUGE-1: 0.1050
ROUGE-2: 0.0108
ROUGE-L: 0.1050
Cosine Similarity: 0.1898
Structural Similarity: 0.2692
Information Retrieval: 0.4000
Code Consistency: 0.0354
Readability: 0.5418
Weighted Score: 0.2489
Repository: python-spider
Scores:
BLEU: 0.0087
ROUGE-1: 0.0557
ROUGE-2: 0.0124
ROUGE-L: 0.0557
Cosine Similarity: 0.0832
Structural Similarity: 0.3182
Information Retrieval: 0.6000
Code Consistency: 0.0394
Readability: 0.5676
Weighted Score: 0.2865
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.0905
ROUGE-2: 0.0178
ROUGE-L: 0.0887
Cosine Similarity: 0.4879
Structural Similarity: 0.0938
Information Retrieval: 0.4000
Code Consistency: 0.0446
Readability: 0.2261
Weighted Score: 0.1989
Repository: flux
Scores:
BLEU: 0.0393
ROUGE-1: 0.1893
ROUGE-2: 0.0304
ROUGE-L: 0.1832
Cosine Similarity: 0.2522
Structural Similarity: 0.4062
Information Retrieval: 0.4000
Code Consistency: 0.1364
Readability: 0.1669
Weighted Score: 0.2239
Repository: pyright
Scores:
BLEU: 0.0052
ROUGE-1: 0.1390
ROUGE-2: 0.0086
ROUGE-L: 0.1390
Cosine Similarity: 0.1475
Structural Similarity: 0.3750
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.2789
Weighted Score: 0.1981
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0435
ROUGE-2: 0.0048
ROUGE-L: 0.0430
Cosine Similarity: 0.2732
Structural Similarity: 0.0462
Information Retrieval: 0.2000
Code Consistency: 0.1371
Readability: 0.3984
Weighted Score: 0.1821