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Evaluation Results for model: gemini-1.5-flash-8b-exp-0827
Timestamp: 20240912_134026
Average Scores:
bleu: 0.0136
rouge-1: 0.1466
rouge-2: 0.0331
rouge-l: 0.1414
cosine_similarity: 0.3831
structural_similarity: 0.2300
information_retrieval: 0.7000
code_consistency: 0.0743
readability: 0.4647
weighted_score: 0.3212
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0096
ROUGE-1: 0.2147
ROUGE-2: 0.0638
ROUGE-L: 0.1994
Cosine Similarity: 0.3788
Structural Similarity: 0.1579
Information Retrieval: 0.6000
Code Consistency: 0.0160
Readability: 0.3953
Weighted Score: 0.2729
Repository: gpt-engineer
Scores:
BLEU: 0.0290
ROUGE-1: 0.2016
ROUGE-2: 0.0554
ROUGE-L: 0.1962
Cosine Similarity: 0.3886
Structural Similarity: 0.2667
Information Retrieval: 0.6000
Code Consistency: 0.0887
Readability: 0.5175
Weighted Score: 0.3248
Repository: ChatGLM-6B
Scores:
BLEU: 0.0000
ROUGE-1: 0.0620
ROUGE-2: 0.0066
ROUGE-L: 0.0620
Cosine Similarity: 0.2969
Structural Similarity: 0.1250
Information Retrieval: 0.6000
Code Consistency: 0.0515
Readability: 0.5114
Weighted Score: 0.2792
Repository: SMSBoom
Scores:
BLEU: 0.0031
ROUGE-1: 0.1273
ROUGE-2: 0.0432
ROUGE-L: 0.1182
Cosine Similarity: 0.2315
Structural Similarity: 0.1750
Information Retrieval: 0.6000
Code Consistency: 0.0278
Readability: 0.6684
Weighted Score: 0.3098
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0837
ROUGE-2: 0.0171
ROUGE-L: 0.0815
Cosine Similarity: 0.1343
Structural Similarity: 0.1538
Information Retrieval: 0.6000
Code Consistency: 0.1481
Readability: 0.4238
Weighted Score: 0.2693
Repository: TaskMatrix
Scores:
BLEU: 0.0087
ROUGE-1: 0.1833
ROUGE-2: 0.0399
ROUGE-L: 0.1726
Cosine Similarity: 0.4314
Structural Similarity: 0.1429
Information Retrieval: 0.6000
Code Consistency: 0.0260
Readability: 0.4319
Weighted Score: 0.2831
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0007
ROUGE-1: 0.1471
ROUGE-2: 0.0351
ROUGE-L: 0.1394
Cosine Similarity: 0.4902
Structural Similarity: 0.1207
Information Retrieval: 0.6000
Code Consistency: 0.0108
Readability: 0.5869
Weighted Score: 0.3114
Repository: python-fire
Scores:
BLEU: 0.0487
ROUGE-1: 0.3139
ROUGE-2: 0.1147
ROUGE-L: 0.3004
Cosine Similarity: 0.5597
Structural Similarity: 0.5625
Information Retrieval: 0.6000
Code Consistency: 0.0160
Readability: 0.5818
Weighted Score: 0.3810
Repository: devika
Scores:
BLEU: 0.0301
ROUGE-1: 0.2611
ROUGE-2: 0.0810
ROUGE-L: 0.2463
Cosine Similarity: 0.6796
Structural Similarity: 0.2647
Information Retrieval: 0.8000
Code Consistency: 0.0625
Readability: 0.4481
Weighted Score: 0.3792
Repository: gpt-pilot
Scores:
BLEU: 0.0007
ROUGE-1: 0.1649
ROUGE-2: 0.0286
ROUGE-L: 0.1545
Cosine Similarity: 0.4776
Structural Similarity: 0.1458
Information Retrieval: 0.6000
Code Consistency: 0.0346
Readability: 0.4166
Weighted Score: 0.2843
Repository: Depix
Scores:
BLEU: 0.0212
ROUGE-1: 0.2371
ROUGE-2: 0.0425
ROUGE-L: 0.2337
Cosine Similarity: 0.6118
Structural Similarity: 0.3636
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4349
Weighted Score: 0.3238
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0214
ROUGE-1: 0.2226
ROUGE-2: 0.0433
ROUGE-L: 0.2157
Cosine Similarity: 0.4057
Structural Similarity: 0.3889
Information Retrieval: 0.6000
Code Consistency: 0.0564
Readability: 0.3923
Weighted Score: 0.3075
Repository: httpx
Scores:
BLEU: 0.0353
ROUGE-1: 0.2065
ROUGE-2: 0.0440
ROUGE-L: 0.2065
Cosine Similarity: 0.5395
Structural Similarity: 0.5714
Information Retrieval: 0.8000
Code Consistency: 0.0550
Readability: 0.4982
Weighted Score: 0.4006
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0019
ROUGE-1: 0.0559
ROUGE-2: 0.0073
ROUGE-L: 0.0532
Cosine Similarity: 0.0840
Structural Similarity: 0.3077
Information Retrieval: 1.0000
Code Consistency: 0.0476
Readability: 0.4278
Weighted Score: 0.3383
Repository: gpt-researcher
Scores:
BLEU: 0.0081
ROUGE-1: 0.1665
ROUGE-2: 0.0462
ROUGE-L: 0.1630
Cosine Similarity: 0.4457
Structural Similarity: 0.1905
Information Retrieval: 0.8000
Code Consistency: 0.0502
Readability: 0.4860
Weighted Score: 0.3442
Repository: mkdocs
Scores:
BLEU: 0.0618
ROUGE-1: 0.2684
ROUGE-2: 0.0646
ROUGE-L: 0.2633
Cosine Similarity: 0.5575
Structural Similarity: 0.7143
Information Retrieval: 0.6000
Code Consistency: 0.0329
Readability: 0.4779
Weighted Score: 0.3755
Repository: face_recognition
Scores:
BLEU: 0.0016
ROUGE-1: 0.1955
ROUGE-2: 0.0567
ROUGE-L: 0.1897
Cosine Similarity: 0.5215
Structural Similarity: 0.1860
Information Retrieval: 0.8000
Code Consistency: 0.0909
Readability: 0.4840
Weighted Score: 0.3607
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0484
ROUGE-2: 0.0061
ROUGE-L: 0.0479
Cosine Similarity: 0.4059
Structural Similarity: 0.0260
Information Retrieval: 0.6000
Code Consistency: 0.0323
Readability: 0.5368
Weighted Score: 0.2804
Repository: GPT_API_free
Scores:
BLEU: 0.0018
ROUGE-1: 0.0558
ROUGE-2: 0.0000
ROUGE-L: 0.0558
Cosine Similarity: 0.1602
Structural Similarity: 0.2000
Information Retrieval: 1.0000
Code Consistency: 1.0000
Readability: 0.5930
Weighted Score: 0.5585
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0000
ROUGE-1: 0.1166
ROUGE-2: 0.0215
ROUGE-L: 0.1135
Cosine Similarity: 0.6143
Structural Similarity: 0.0857
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.5033
Weighted Score: 0.3391
Repository: ChatPaper
Scores:
BLEU: 0.0000
ROUGE-1: 0.0363
ROUGE-2: 0.0018
ROUGE-L: 0.0363
Cosine Similarity: 0.0787
Structural Similarity: 0.0636
Information Retrieval: 0.8000
Code Consistency: 0.0395
Readability: 0.4576
Weighted Score: 0.2761
Repository: twint
Scores:
BLEU: 0.0053
ROUGE-1: 0.1653
ROUGE-2: 0.0339
ROUGE-L: 0.1627
Cosine Similarity: 0.3698
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 0.1121
Readability: 0.6674
Weighted Score: 0.3830
Repository: flask
Scores:
BLEU: 0.1057
ROUGE-1: 0.2877
ROUGE-2: 0.0767
ROUGE-L: 0.2808
Cosine Similarity: 0.5571
Structural Similarity: 0.2857
Information Retrieval: 1.0000
Code Consistency: 0.0651
Readability: 0.5787
Weighted Score: 0.4452
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0204
ROUGE-2: 0.0027
ROUGE-L: 0.0204
Cosine Similarity: 0.3604
Structural Similarity: 0.0263
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.3534
Weighted Score: 0.2308
Repository: EIPs
Scores:
BLEU: 0.0031
ROUGE-1: 0.1857
ROUGE-2: 0.0246
ROUGE-L: 0.1772
Cosine Similarity: 0.2031
Structural Similarity: 0.4286
Information Retrieval: 0.6000
Code Consistency: 0.0178
Readability: 0.4556
Weighted Score: 0.2911
Repository: grok-1
Scores:
BLEU: 0.0529
ROUGE-1: 0.2329
ROUGE-2: 0.0538
ROUGE-L: 0.2237
Cosine Similarity: 0.5867
Structural Similarity: 0.1429
Information Retrieval: 0.6000
Code Consistency: 0.0964
Readability: 0.1679
Weighted Score: 0.2682
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0728
ROUGE-2: 0.0127
ROUGE-L: 0.0719
Cosine Similarity: 0.5591
Structural Similarity: 0.0301
Information Retrieval: 0.8000
Code Consistency: 0.0137
Readability: 0.2200
Weighted Score: 0.2709
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0228
ROUGE-2: 0.0028
ROUGE-L: 0.0225
Cosine Similarity: 0.1375
Structural Similarity: 0.0714
Information Retrieval: 0.8000
Code Consistency: 0.0476
Readability: 0.4931
Weighted Score: 0.2906
Repository: hackingtool
Scores:
BLEU: 0.0017
ROUGE-1: 0.1156
ROUGE-2: 0.0186
ROUGE-L: 0.1111
Cosine Similarity: 0.1834
Structural Similarity: 0.0700
Information Retrieval: 0.6000
Code Consistency: 0.0214
Readability: 0.4146
Weighted Score: 0.2409
Repository: cascadia-code
Scores:
BLEU: 0.0135
ROUGE-1: 0.1575
ROUGE-2: 0.0173
ROUGE-L: 0.1541
Cosine Similarity: 0.3056
Structural Similarity: 0.3182
Information Retrieval: 0.6000
Code Consistency: 0.1333
Readability: 0.5266
Weighted Score: 0.3267
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0290
ROUGE-2: 0.0028
ROUGE-L: 0.0284
Cosine Similarity: 0.2987
Structural Similarity: 0.0190
Information Retrieval: 0.6000
Code Consistency: 0.0588
Readability: 0.5144
Weighted Score: 0.2684
Repository: rembg
Scores:
BLEU: 0.0028
ROUGE-1: 0.1750
ROUGE-2: 0.0419
ROUGE-L: 0.1587
Cosine Similarity: 0.2761
Structural Similarity: 0.3000
Information Retrieval: 0.8000
Code Consistency: 0.0696
Readability: 0.4870
Weighted Score: 0.3418
Repository: devops-exercises
Scores:
BLEU: 0.0000
ROUGE-1: 0.0339
ROUGE-2: 0.0047
ROUGE-L: 0.0335
Cosine Similarity: 0.3617
Structural Similarity: 0.0519
Information Retrieval: 0.8000
Code Consistency: 0.0833
Readability: 0.4298
Weighted Score: 0.3064
Repository: AutoEq
Scores:
BLEU: 0.0378
ROUGE-1: 0.2278
ROUGE-2: 0.0420
ROUGE-L: 0.2178
Cosine Similarity: 0.4205
Structural Similarity: 0.3929
Information Retrieval: 0.6000
Code Consistency: 0.0551
Readability: 0.3432
Weighted Score: 0.3011
Repository: MiniGPT-4
Scores:
BLEU: 0.0032
ROUGE-1: 0.1608
ROUGE-2: 0.0397
ROUGE-L: 0.1526
Cosine Similarity: 0.3709
Structural Similarity: 0.3462
Information Retrieval: 0.6000
Code Consistency: 0.0265
Readability: 0.4962
Weighted Score: 0.3084
Repository: python-spider
Scores:
BLEU: 0.0008
ROUGE-1: 0.0369
ROUGE-2: 0.0070
ROUGE-L: 0.0369
Cosine Similarity: 0.0147
Structural Similarity: 0.5000
Information Retrieval: 0.8000
Code Consistency: 0.0148
Readability: 0.5970
Weighted Score: 0.3366
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1186
ROUGE-2: 0.0381
ROUGE-L: 0.1178
Cosine Similarity: 0.7273
Structural Similarity: 0.0547
Information Retrieval: 1.0000
Code Consistency: 0.0382
Readability: 0.4992
Weighted Score: 0.3949
Repository: flux
Scores:
BLEU: 0.0110
ROUGE-1: 0.2328
ROUGE-2: 0.0588
ROUGE-L: 0.2187
Cosine Similarity: 0.4791
Structural Similarity: 0.2500
Information Retrieval: 0.6000
Code Consistency: 0.0758
Readability: 0.3331
Weighted Score: 0.2928
Repository: pyright
Scores:
BLEU: 0.0224
ROUGE-1: 0.1878
ROUGE-2: 0.0228
ROUGE-L: 0.1878
Cosine Similarity: 0.3256
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.1250
Readability: 0.4116
Weighted Score: 0.3255
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0318
ROUGE-2: 0.0035
ROUGE-L: 0.0318
Cosine Similarity: 0.2909
Structural Similarity: 0.0260
Information Retrieval: 0.6000
Code Consistency: 0.0323
Readability: 0.3249
Weighted Score: 0.2254
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