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Evaluation Results for model: gemini-1.5-pro-exp-0827
Timestamp: 20240912_141225
Average Scores:
bleu: 0.0255
rouge-1: 0.1527
rouge-2: 0.0497
rouge-l: 0.1486
cosine_similarity: 0.4109
structural_similarity: 0.2394
information_retrieval: 0.7282
code_consistency: 0.0673
readability: 0.4334
weighted_score: 0.3251
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0402
ROUGE-1: 0.2322
ROUGE-2: 0.0833
ROUGE-L: 0.2210
Cosine Similarity: 0.3322
Structural Similarity: 0.1974
Information Retrieval: 0.8000
Code Consistency: 0.0192
Readability: 0.2532
Weighted Score: 0.2894
Repository: gpt-engineer
Scores:
BLEU: 0.0531
ROUGE-1: 0.2120
ROUGE-2: 0.0776
ROUGE-L: 0.2068
Cosine Similarity: 0.4676
Structural Similarity: 0.3333
Information Retrieval: 0.8000
Code Consistency: 0.0788
Readability: 0.5175
Weighted Score: 0.3813
Repository: ChatGLM-6B
Scores:
BLEU: 0.0000
ROUGE-1: 0.0553
ROUGE-2: 0.0147
ROUGE-L: 0.0553
Cosine Similarity: 0.1974
Structural Similarity: 0.1786
Information Retrieval: 0.8000
Code Consistency: 0.0515
Readability: 0.4501
Weighted Score: 0.3021
Repository: SMSBoom
Scores:
BLEU: 0.0122
ROUGE-1: 0.1238
ROUGE-2: 0.0302
ROUGE-L: 0.1238
Cosine Similarity: 0.2549
Structural Similarity: 0.2250
Information Retrieval: 0.8000
Code Consistency: 0.1667
Readability: 0.5469
Weighted Score: 0.3612
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.0736
ROUGE-2: 0.0198
ROUGE-L: 0.0736
Cosine Similarity: 0.0800
Structural Similarity: 0.1538
Information Retrieval: 0.6000
Code Consistency: 0.1852
Readability: 0.4380
Weighted Score: 0.2736
Repository: TaskMatrix
Scores:
BLEU: 0.0103
ROUGE-1: 0.1890
ROUGE-2: 0.0448
ROUGE-L: 0.1836
Cosine Similarity: 0.5116
Structural Similarity: 0.1250
Information Retrieval: 0.8000
Code Consistency: 0.0519
Readability: 0.3534
Weighted Score: 0.3197
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0393
ROUGE-1: 0.2589
ROUGE-2: 0.1162
ROUGE-L: 0.2470
Cosine Similarity: 0.5811
Structural Similarity: 0.1379
Information Retrieval: 0.6000
Code Consistency: 0.0108
Readability: 0.3892
Weighted Score: 0.2966
Repository: python-fire
Scores:
BLEU: 0.0366
ROUGE-1: 0.3501
ROUGE-2: 0.1350
ROUGE-L: 0.3453
Cosine Similarity: 0.6680
Structural Similarity: 0.5625
Information Retrieval: 1.0000
Code Consistency: 0.0218
Readability: 0.7060
Weighted Score: 0.5000
Repository: devika
Scores:
BLEU: 0.0098
ROUGE-1: 0.2585
ROUGE-2: 0.1066
ROUGE-L: 0.2449
Cosine Similarity: 0.6459
Structural Similarity: 0.2647
Information Retrieval: 0.8000
Code Consistency: 0.0481
Readability: 0.3544
Weighted Score: 0.3529
Repository: gpt-pilot
Scores:
BLEU: 0.0024
ROUGE-1: 0.1593
ROUGE-2: 0.0259
ROUGE-L: 0.1554
Cosine Similarity: 0.4810
Structural Similarity: 0.1875
Information Retrieval: 0.6000
Code Consistency: 0.0600
Readability: 0.4075
Weighted Score: 0.2920
Repository: Depix
Scores:
BLEU: 0.0316
ROUGE-1: 0.2478
ROUGE-2: 0.0579
ROUGE-L: 0.2443
Cosine Similarity: 0.6090
Structural Similarity: 0.5455
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4390
Weighted Score: 0.3448
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0787
ROUGE-1: 0.2448
ROUGE-2: 0.0618
ROUGE-L: 0.2414
Cosine Similarity: 0.4106
Structural Similarity: 0.3750
Information Retrieval: 0.6000
Code Consistency: 0.0414
Readability: 0.4441
Weighted Score: 0.3218
Repository: httpx
Scores:
BLEU: 0.0071
ROUGE-1: 0.1834
ROUGE-2: 0.0223
ROUGE-L: 0.1791
Cosine Similarity: 0.3570
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0367
Readability: 0.4891
Weighted Score: 0.3244
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0002
ROUGE-1: 0.0579
ROUGE-2: 0.0082
ROUGE-L: 0.0579
Cosine Similarity: 0.1466
Structural Similarity: 0.2692
Information Retrieval: 1.0000
Code Consistency: 0.0340
Readability: 0.4288
Weighted Score: 0.3383
Repository: gpt-researcher
Scores:
BLEU: 0.0010
ROUGE-1: 0.1813
ROUGE-2: 0.0637
ROUGE-L: 0.1758
Cosine Similarity: 0.5569
Structural Similarity: 0.2143
Information Retrieval: 0.8000
Code Consistency: 0.0502
Readability: 0.4339
Weighted Score: 0.3481
Repository: mkdocs
Scores:
BLEU: 0.1111
ROUGE-1: 0.2553
ROUGE-2: 0.1221
ROUGE-L: 0.2553
Cosine Similarity: 0.5200
Structural Similarity: 0.7143
Information Retrieval: 0.8000
Code Consistency: 0.0301
Readability: 0.4116
Weighted Score: 0.4040
Repository: face_recognition
Scores:
BLEU: 0.0003
ROUGE-1: 0.2063
ROUGE-2: 0.0941
ROUGE-L: 0.1925
Cosine Similarity: 0.5608
Structural Similarity: 0.1860
Information Retrieval: 0.6000
Code Consistency: 0.1364
Readability: 0.4698
Weighted Score: 0.3324
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0540
ROUGE-2: 0.0098
ROUGE-L: 0.0525
Cosine Similarity: 0.4289
Structural Similarity: 0.0260
Information Retrieval: 0.8000
Code Consistency: 0.0806
Readability: 0.4248
Weighted Score: 0.3105
Repository: GPT_API_free
Scores:
BLEU: 0.0078
ROUGE-1: 0.0685
ROUGE-2: 0.0034
ROUGE-L: 0.0685
Cosine Similarity: 0.1779
Structural Similarity: 0.1750
Information Retrieval: 1.0000
Code Consistency: 1.0000
Readability: 0.5347
Weighted Score: 0.5477
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0000
ROUGE-1: 0.0973
ROUGE-2: 0.0159
ROUGE-L: 0.0941
Cosine Similarity: 0.5063
Structural Similarity: 0.1000
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4532
Weighted Score: 0.3182
Repository: ChatPaper
Scores:
BLEU: 0.0000
ROUGE-1: 0.0891
ROUGE-2: 0.0284
ROUGE-L: 0.0891
Cosine Similarity: 0.2209
Structural Similarity: 0.1000
Information Retrieval: 0.8000
Code Consistency: 0.0592
Readability: 0.2789
Weighted Score: 0.2666
Repository: twint
Scores:
BLEU: 0.0001
ROUGE-1: 0.1170
ROUGE-2: 0.0106
ROUGE-L: 0.1111
Cosine Similarity: 0.3127
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 0.0517
Readability: 0.6336
Weighted Score: 0.3538
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0178
ROUGE-2: 0.0026
ROUGE-L: 0.0169
Cosine Similarity: 0.4101
Structural Similarity: 0.0263
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4491
Weighted Score: 0.2547
Repository: EIPs
Scores:
BLEU: 0.0024
ROUGE-1: 0.1435
ROUGE-2: 0.0173
ROUGE-L: 0.1435
Cosine Similarity: 0.1977
Structural Similarity: 0.4286
Information Retrieval: 0.6000
Code Consistency: 0.0059
Readability: 0.3645
Weighted Score: 0.2671
Repository: grok-1
Scores:
BLEU: 0.0895
ROUGE-1: 0.2784
ROUGE-2: 0.0724
ROUGE-L: 0.2614
Cosine Similarity: 0.6165
Structural Similarity: 0.2857
Information Retrieval: 0.8000
Code Consistency: 0.0482
Readability: 0.4197
Weighted Score: 0.3732
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0775
ROUGE-2: 0.0131
ROUGE-L: 0.0713
Cosine Similarity: 0.3943
Structural Similarity: 0.0301
Information Retrieval: 0.8000
Code Consistency: 0.0137
Readability: 0.2363
Weighted Score: 0.2579
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0197
ROUGE-2: 0.0038
ROUGE-L: 0.0197
Cosine Similarity: 0.2023
Structural Similarity: 0.0714
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4789
Weighted Score: 0.2846
Repository: hackingtool
Scores:
BLEU: 0.0000
ROUGE-1: 0.0920
ROUGE-2: 0.0190
ROUGE-L: 0.0867
Cosine Similarity: 0.2541
Structural Similarity: 0.0700
Information Retrieval: 0.6000
Code Consistency: 0.0160
Readability: 0.2667
Weighted Score: 0.2156
Repository: cascadia-code
Scores:
BLEU: 0.0110
ROUGE-1: 0.1651
ROUGE-2: 0.0214
ROUGE-L: 0.1576
Cosine Similarity: 0.4769
Structural Similarity: 0.3182
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.5398
Weighted Score: 0.3201
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0185
ROUGE-2: 0.0021
ROUGE-L: 0.0178
Cosine Similarity: 0.3837
Structural Similarity: 0.0166
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.5818
Weighted Score: 0.3177
Repository: rembg
Scores:
BLEU: 0.0000
ROUGE-1: 0.0614
ROUGE-2: 0.0205
ROUGE-L: 0.0585
Cosine Similarity: 0.2831
Structural Similarity: 0.2000
Information Retrieval: 0.6000
Code Consistency: 0.0087
Readability: 0.2089
Weighted Score: 0.2165
Repository: devops-exercises
Scores:
BLEU: 0.0000
ROUGE-1: 0.0334
ROUGE-2: 0.0059
ROUGE-L: 0.0323
Cosine Similarity: 0.3660
Structural Similarity: 0.0519
Information Retrieval: 0.6000
Code Consistency: 0.0417
Readability: 0.5002
Weighted Score: 0.2726
Repository: AutoEq
Scores:
BLEU: 0.0008
ROUGE-1: 0.1523
ROUGE-2: 0.0268
ROUGE-L: 0.1490
Cosine Similarity: 0.3852
Structural Similarity: 0.3214
Information Retrieval: 0.6000
Code Consistency: 0.0212
Readability: 0.1923
Weighted Score: 0.2444
Repository: MiniGPT-4
Scores:
BLEU: 0.0013
ROUGE-1: 0.1623
ROUGE-2: 0.0355
ROUGE-L: 0.1623
Cosine Similarity: 0.5084
Structural Similarity: 0.3077
Information Retrieval: 0.6000
Code Consistency: 0.0199
Readability: 0.5276
Weighted Score: 0.3233
Repository: python-spider
Scores:
BLEU: 0.0011
ROUGE-1: 0.0534
ROUGE-2: 0.0065
ROUGE-L: 0.0534
Cosine Similarity: 0.0528
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0197
Readability: 0.5287
Weighted Score: 0.2889
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.1091
ROUGE-2: 0.0372
ROUGE-L: 0.1064
Cosine Similarity: 0.7106
Structural Similarity: 0.0625
Information Retrieval: 0.8000
Code Consistency: 0.0446
Readability: 0.4400
Weighted Score: 0.3427
Repository: flux
Scores:
BLEU: 0.0368
ROUGE-1: 0.2656
ROUGE-2: 0.0802
ROUGE-L: 0.2525
Cosine Similarity: 0.5867
Structural Similarity: 0.3750
Information Retrieval: 0.8000
Code Consistency: 0.0909
Readability: 0.4952
Weighted Score: 0.3971
Repository: pyright
Scores:
BLEU: 0.4108
ROUGE-1: 0.5405
ROUGE-2: 0.4121
ROUGE-L: 0.5405
Cosine Similarity: 0.6189
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.4309
Weighted Score: 0.4090
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0497
ROUGE-2: 0.0090
ROUGE-L: 0.0478
Cosine Similarity: 0.5507
Structural Similarity: 0.0260
Information Retrieval: 0.8000
Code Consistency: 0.0806
Readability: 0.3852
Weighted Score: 0.3144
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