generate-readme-eval / 5-shot-gemini-1.5-flash-exp-0827_results_20240912_180343.log
codelion's picture
Upload 2 files
859ea6b verified
raw
history blame
11.1 kB
Evaluation Results for model: gemini-1.5-flash-exp-0827
Timestamp: 20240912_180343
Average Scores:
bleu: 0.1924
rouge-1: 0.3231
rouge-2: 0.2148
rouge-l: 0.3174
cosine_similarity: 0.6149
structural_similarity: 0.3317
information_retrieval: 0.5950
code_consistency: 0.1148
readability: 0.2765
weighted_score: 0.3397
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0635
ROUGE-1: 0.1931
ROUGE-2: 0.0463
ROUGE-L: 0.1881
Cosine Similarity: 0.4746
Structural Similarity: 0.1711
Information Retrieval: 0.8000
Code Consistency: 0.0383
Readability: 0.3534
Weighted Score: 0.3236
Repository: gpt-engineer
Scores:
BLEU: 0.9352
ROUGE-1: 0.9570
ROUGE-2: 0.9326
ROUGE-L: 0.9570
Cosine Similarity: 0.9946
Structural Similarity: 0.8667
Information Retrieval: 0.8000
Code Consistency: 0.0837
Readability: 0.2474
Weighted Score: 0.6008
Repository: ChatGLM-6B
Scores:
BLEU: 0.9993
ROUGE-1: 0.9995
ROUGE-2: 0.9996
ROUGE-L: 0.9995
Cosine Similarity: 1.0000
Structural Similarity: 0.9643
Information Retrieval: 0.8000
Code Consistency: 0.0928
Readability: 0.1168
Weighted Score: 0.5982
Repository: SMSBoom
Scores:
BLEU: 0.0491
ROUGE-1: 0.1289
ROUGE-2: 0.0459
ROUGE-L: 0.1250
Cosine Similarity: 0.3262
Structural Similarity: 0.4348
Information Retrieval: 0.4000
Code Consistency: 0.2500
Readability: 0.8058
Weighted Score: 0.3822
Repository: mackup
Scores:
BLEU: 0.0004
ROUGE-1: 0.1042
ROUGE-2: 0.0313
ROUGE-L: 0.1001
Cosine Similarity: 0.2565
Structural Similarity: 0.3269
Information Retrieval: 0.8000
Code Consistency: 0.2037
Readability: 0.2444
Weighted Score: 0.3159
Repository: TaskMatrix
Scores:
BLEU: 0.3552
ROUGE-1: 0.4581
ROUGE-2: 0.2997
ROUGE-L: 0.4430
Cosine Similarity: 0.7708
Structural Similarity: 0.2500
Information Retrieval: 0.8000
Code Consistency: 0.2857
Readability: 0.1517
Weighted Score: 0.4251
Repository: Deep-Live-Cam
Scores:
BLEU: 0.9213
ROUGE-1: 0.9424
ROUGE-2: 0.9239
ROUGE-L: 0.9424
Cosine Similarity: 0.9882
Structural Similarity: 0.9138
Information Retrieval: 0.6000
Code Consistency: 0.0215
Readability: 0.3422
Weighted Score: 0.5687
Repository: python-fire
Scores:
BLEU: 0.0974
ROUGE-1: 0.2829
ROUGE-2: 0.1057
ROUGE-L: 0.2804
Cosine Similarity: 0.6319
Structural Similarity: 0.1731
Information Retrieval: 0.6000
Code Consistency: 0.0406
Readability: 0.4380
Weighted Score: 0.3283
Repository: devika
Scores:
BLEU: 0.0383
ROUGE-1: 0.2679
ROUGE-2: 0.0705
ROUGE-L: 0.2517
Cosine Similarity: 0.6788
Structural Similarity: 0.3529
Information Retrieval: 0.6000
Code Consistency: 0.0673
Readability: 0.4156
Weighted Score: 0.3433
Repository: gpt-pilot
Scores:
BLEU: 0.0557
ROUGE-1: 0.2329
ROUGE-2: 0.0486
ROUGE-L: 0.2213
Cosine Similarity: 0.7353
Structural Similarity: 0.1875
Information Retrieval: 0.6000
Code Consistency: 0.0577
Readability: 0.4177
Weighted Score: 0.3298
Repository: Depix
Scores:
BLEU: 0.0582
ROUGE-1: 0.2874
ROUGE-2: 0.0643
ROUGE-L: 0.2758
Cosine Similarity: 0.6785
Structural Similarity: 0.4545
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4962
Weighted Score: 0.3993
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.1195
ROUGE-1: 0.2944
ROUGE-2: 0.0867
ROUGE-L: 0.2833
Cosine Similarity: 0.5330
Structural Similarity: 0.4091
Information Retrieval: 0.6000
Code Consistency: 0.0602
Readability: 0.4369
Weighted Score: 0.3478
Repository: httpx
Scores:
BLEU: 0.0863
ROUGE-1: 0.2033
ROUGE-2: 0.0525
ROUGE-L: 0.2033
Cosine Similarity: 0.6751
Structural Similarity: 0.4444
Information Retrieval: 0.6000
Code Consistency: 0.0826
Readability: 0.0332
Weighted Score: 0.2791
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0086
ROUGE-1: 0.1122
ROUGE-2: 0.0239
ROUGE-L: 0.1094
Cosine Similarity: 0.5783
Structural Similarity: 0.2692
Information Retrieval: 0.4000
Code Consistency: 0.0102
Readability: 0.1852
Weighted Score: 0.2129
Repository: gpt-researcher
Scores:
BLEU: 0.0549
ROUGE-1: 0.2141
ROUGE-2: 0.0567
ROUGE-L: 0.2007
Cosine Similarity: 0.7096
Structural Similarity: 0.1905
Information Retrieval: 1.0000
Code Consistency: 0.0685
Readability: 0.3300
Weighted Score: 0.3910
Repository: mkdocs
Scores:
BLEU: 0.0892
ROUGE-1: 0.2163
ROUGE-2: 0.0554
ROUGE-L: 0.2119
Cosine Similarity: 0.7006
Structural Similarity: 0.4091
Information Retrieval: 0.8000
Code Consistency: 0.0384
Readability: 0.1087
Weighted Score: 0.3255
Repository: face_recognition
Scores:
BLEU: 1.0000
ROUGE-1: 1.0000
ROUGE-2: 1.0000
ROUGE-L: 1.0000
Cosine Similarity: 1.0000
Structural Similarity: 0.9884
Information Retrieval: 0.8000
Code Consistency: 0.2727
Readability: 0.0823
Weighted Score: 0.6298
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0743
ROUGE-2: 0.0158
ROUGE-L: 0.0715
Cosine Similarity: 0.4272
Structural Similarity: 0.0838
Information Retrieval: 0.2000
Code Consistency: 0.3387
Readability: 0.3432
Weighted Score: 0.2329
Repository: GPT_API_free
Scores:
BLEU: 0.0263
ROUGE-1: 0.0755
ROUGE-2: 0.0000
ROUGE-L: 0.0713
Cosine Similarity: 0.2814
Structural Similarity: 0.2250
Information Retrieval: 0.6000
Code Consistency: 1.0000
Readability: 0.5676
Weighted Score: 0.4917
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0057
ROUGE-1: 0.2320
ROUGE-2: 0.1159
ROUGE-L: 0.2307
Cosine Similarity: 0.5209
Structural Similarity: 0.1000
Information Retrieval: 0.4000
Code Consistency: 0.0769
Readability: 0.1422
Weighted Score: 0.2058
Repository: ChatPaper
Scores:
BLEU: 0.0015
ROUGE-1: 0.0669
ROUGE-2: 0.0165
ROUGE-L: 0.0657
Cosine Similarity: 0.5262
Structural Similarity: 0.1636
Information Retrieval: 0.4000
Code Consistency: 0.0658
Readability: 0.1679
Weighted Score: 0.2009
Repository: twint
Scores:
BLEU: 0.1100
ROUGE-1: 0.1984
ROUGE-2: 0.0474
ROUGE-L: 0.1873
Cosine Similarity: 0.6700
Structural Similarity: 0.1750
Information Retrieval: 1.0000
Code Consistency: 0.1207
Readability: 0.5747
Weighted Score: 0.4491
Repository: flask
Scores:
BLEU: 0.7321
ROUGE-1: 0.8896
ROUGE-2: 0.8780
ROUGE-L: 0.8896
Cosine Similarity: 0.9115
Structural Similarity: 0.5000
Information Retrieval: 0.4000
Code Consistency: 0.0621
Readability: 0.4441
Weighted Score: 0.4842
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0459
ROUGE-2: 0.0063
ROUGE-L: 0.0445
Cosine Similarity: 0.4232
Structural Similarity: 0.0677
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.2393
Weighted Score: 0.2602
Repository: EIPs
Scores:
BLEU: 0.0094
ROUGE-1: 0.1690
ROUGE-2: 0.0245
ROUGE-L: 0.1572
Cosine Similarity: 0.2332
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0237
Readability: 0.4197
Weighted Score: 0.2947
Repository: grok-1
Scores:
BLEU: 0.7739
ROUGE-1: 0.8618
ROUGE-2: 0.7638
ROUGE-L: 0.8564
Cosine Similarity: 0.9594
Structural Similarity: 0.2857
Information Retrieval: 0.4000
Code Consistency: 0.0361
Readability: 0.3781
Weighted Score: 0.4475
Repository: PyTorch-GAN
Scores:
BLEU: 0.0010
ROUGE-1: 0.2089
ROUGE-2: 0.0686
ROUGE-L: 0.1924
Cosine Similarity: 0.7472
Structural Similarity: 0.1391
Information Retrieval: 0.2000
Code Consistency: 0.0274
Readability: 0.1212
Weighted Score: 0.1741
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0227
ROUGE-2: 0.0034
ROUGE-L: 0.0227
Cosine Similarity: 0.1893
Structural Similarity: 0.0804
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.5266
Weighted Score: 0.2139
Repository: hackingtool
Scores:
BLEU: 0.8202
ROUGE-1: 0.9394
ROUGE-2: 0.8722
ROUGE-L: 0.9394
Cosine Similarity: 0.9835
Structural Similarity: 0.6961
Information Retrieval: 0.4000
Code Consistency: 0.4064
Readability: -0.6325
Weighted Score: 0.3765
Repository: cascadia-code
Scores:
BLEU: 0.0193
ROUGE-1: 0.1635
ROUGE-2: 0.0328
ROUGE-L: 0.1538
Cosine Similarity: 0.1959
Structural Similarity: 0.0423
Information Retrieval: 0.4000
Code Consistency: 0.0667
Readability: 0.6816
Weighted Score: 0.2671
Repository: python-cheatsheet
Scores:
BLEU: 0.0163
ROUGE-1: 0.3616
ROUGE-2: 0.2957
ROUGE-L: 0.3614
Cosine Similarity: 0.6738
Structural Similarity: 0.1066
Information Retrieval: 0.4000
Code Consistency: 0.1176
Readability: 0.5368
Weighted Score: 0.3245
Repository: rembg
Scores:
BLEU: 0.0175
ROUGE-1: 0.1834
ROUGE-2: 0.0543
ROUGE-L: 0.1790
Cosine Similarity: 0.6081
Structural Similarity: 0.4000
Information Retrieval: 1.0000
Code Consistency: 0.1043
Readability: -0.0034
Weighted Score: 0.3367
Repository: devops-exercises
Scores:
BLEU: 0.0151
ROUGE-1: 0.3865
ROUGE-2: 0.3092
ROUGE-L: 0.3865
Cosine Similarity: 0.8250
Structural Similarity: 0.0260
Information Retrieval: 0.2000
Code Consistency: 0.0833
Readability: 0.3832
Weighted Score: 0.2560
Repository: AutoEq
Scores:
BLEU: 0.0297
ROUGE-1: 0.2288
ROUGE-2: 0.0500
ROUGE-L: 0.2153
Cosine Similarity: 0.4875
Structural Similarity: 0.0714
Information Retrieval: 0.6000
Code Consistency: 0.0805
Readability: 0.4075
Weighted Score: 0.2930
Repository: MiniGPT-4
Scores:
BLEU: 0.0603
ROUGE-1: 0.2175
ROUGE-2: 0.0582
ROUGE-L: 0.2058
Cosine Similarity: 0.6299
Structural Similarity: 0.5667
Information Retrieval: 0.8000
Code Consistency: 0.0420
Readability: 0.2789
Weighted Score: 0.3660
Repository: python-spider
Scores:
BLEU: 0.0341
ROUGE-1: 0.0166
ROUGE-2: 0.0011
ROUGE-L: 0.0166
Cosine Similarity: 0.4357
Structural Similarity: 0.3571
Information Retrieval: 0.6000
Code Consistency: 0.0443
Readability: -1.2809
Weighted Score: -0.0435
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0001
ROUGE-1: 0.1851
ROUGE-2: 0.0515
ROUGE-L: 0.1810
Cosine Similarity: 0.7750
Structural Similarity: 0.0859
Information Retrieval: 0.8000
Code Consistency: 0.0573
Readability: 0.4126
Weighted Score: 0.3540
Repository: flux
Scores:
BLEU: 0.0831
ROUGE-1: 0.2567
ROUGE-2: 0.0599
ROUGE-L: 0.2388
Cosine Similarity: 0.6379
Structural Similarity: 0.4375
Information Retrieval: 0.8000
Code Consistency: 0.0606
Readability: 0.5412
Weighted Score: 0.4148
Repository: pyright
Scores:
BLEU: 0.0082
ROUGE-1: 0.1824
ROUGE-2: 0.0124
ROUGE-L: 0.1763
Cosine Similarity: 0.3494
Structural Similarity: 0.3333
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.4207
Weighted Score: 0.2457
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0616
ROUGE-2: 0.0119
ROUGE-L: 0.0588
Cosine Similarity: 0.3735
Structural Similarity: 0.0202
Information Retrieval: 0.2000
Code Consistency: 0.1048
Readability: 0.1862
Weighted Score: 0.1420