File size: 11,065 Bytes
b0a9864 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 |
Evaluation Results for model: llama3.1:8b-instruct-fp16
Timestamp: 20240912_185437
Average Scores:
bleu: 0.0072
rouge-1: 0.1196
rouge-2: 0.0169
rouge-l: 0.1151
cosine_similarity: 0.3029
structural_similarity: 0.2416
information_retrieval: 0.4450
code_consistency: 0.0796
readability: 0.3790
weighted_score: 0.2443
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0146
ROUGE-1: 0.1632
ROUGE-2: 0.0305
ROUGE-L: 0.1632
Cosine Similarity: 0.4184
Structural Similarity: 0.1447
Information Retrieval: 0.2000
Code Consistency: 0.0192
Readability: 0.3331
Weighted Score: 0.1802
Repository: gpt-engineer
Scores:
BLEU: 0.0232
ROUGE-1: 0.2133
ROUGE-2: 0.0388
ROUGE-L: 0.2027
Cosine Similarity: 0.4974
Structural Similarity: 0.4706
Information Retrieval: 0.4000
Code Consistency: 0.0739
Readability: 0.3158
Weighted Score: 0.2723
Repository: ChatGLM-6B
Scores:
BLEU: 0.0001
ROUGE-1: 0.0700
ROUGE-2: 0.0113
ROUGE-L: 0.0682
Cosine Similarity: 0.2800
Structural Similarity: 0.2143
Information Retrieval: 0.4000
Code Consistency: 0.0722
Readability: 0.4870
Weighted Score: 0.2463
Repository: SMSBoom
Scores:
BLEU: 0.0089
ROUGE-1: 0.0771
ROUGE-2: 0.0057
ROUGE-L: 0.0771
Cosine Similarity: 0.0722
Structural Similarity: 0.2000
Information Retrieval: 0.8000
Code Consistency: 0.2222
Readability: 0.6725
Weighted Score: 0.3724
Repository: mackup
Scores:
BLEU: 0.0000
ROUGE-1: 0.1013
ROUGE-2: 0.0243
ROUGE-L: 0.0949
Cosine Similarity: 0.1715
Structural Similarity: 0.1154
Information Retrieval: 0.4000
Code Consistency: 0.1481
Readability: 0.4495
Weighted Score: 0.2356
Repository: TaskMatrix
Scores:
BLEU: 0.0064
ROUGE-1: 0.1545
ROUGE-2: 0.0220
ROUGE-L: 0.1491
Cosine Similarity: 0.3328
Structural Similarity: 0.1786
Information Retrieval: 0.4000
Code Consistency: 0.0779
Readability: 0.2945
Weighted Score: 0.2172
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0154
ROUGE-1: 0.1783
ROUGE-2: 0.0307
ROUGE-L: 0.1700
Cosine Similarity: 0.4092
Structural Similarity: 0.2069
Information Retrieval: 0.8000
Code Consistency: 0.0753
Readability: 0.2566
Weighted Score: 0.3022
Repository: python-fire
Scores:
BLEU: 0.0071
ROUGE-1: 0.1535
ROUGE-2: 0.0051
ROUGE-L: 0.1452
Cosine Similarity: 0.1611
Structural Similarity: 0.4375
Information Retrieval: 0.2000
Code Consistency: 0.0334
Readability: 0.5114
Weighted Score: 0.2197
Repository: devika
Scores:
BLEU: 0.0039
ROUGE-1: 0.1636
ROUGE-2: 0.0174
ROUGE-L: 0.1609
Cosine Similarity: 0.3397
Structural Similarity: 0.2941
Information Retrieval: 0.6000
Code Consistency: 0.0529
Readability: 0.2556
Weighted Score: 0.2569
Repository: gpt-pilot
Scores:
BLEU: 0.0264
ROUGE-1: 0.1636
ROUGE-2: 0.0257
ROUGE-L: 0.1569
Cosine Similarity: 0.4481
Structural Similarity: 0.4800
Information Retrieval: 0.6000
Code Consistency: 0.0624
Readability: 0.3963
Weighted Score: 0.3188
Repository: Depix
Scores:
BLEU: 0.0038
ROUGE-1: 0.1724
ROUGE-2: 0.0175
ROUGE-L: 0.1652
Cosine Similarity: 0.3350
Structural Similarity: 0.4091
Information Retrieval: 0.6000
Code Consistency: 0.0400
Readability: 0.2058
Weighted Score: 0.2558
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.0204
ROUGE-1: 0.1530
ROUGE-2: 0.0324
ROUGE-L: 0.1491
Cosine Similarity: 0.2507
Structural Similarity: 0.4091
Information Retrieval: 0.6000
Code Consistency: 0.0263
Readability: 0.4085
Weighted Score: 0.2862
Repository: httpx
Scores:
BLEU: 0.0076
ROUGE-1: 0.1764
ROUGE-2: 0.0236
ROUGE-L: 0.1764
Cosine Similarity: 0.3353
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0520
Readability: 0.4227
Weighted Score: 0.3118
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0000
ROUGE-1: 0.0608
ROUGE-2: 0.0110
ROUGE-L: 0.0576
Cosine Similarity: 0.0855
Structural Similarity: 0.3846
Information Retrieval: 0.2000
Code Consistency: 0.0204
Readability: 0.2292
Weighted Score: 0.1413
Repository: gpt-researcher
Scores:
BLEU: 0.0016
ROUGE-1: 0.1655
ROUGE-2: 0.0239
ROUGE-L: 0.1585
Cosine Similarity: 0.4465
Structural Similarity: 0.2381
Information Retrieval: 0.4000
Code Consistency: 0.0502
Readability: 0.3974
Weighted Score: 0.2498
Repository: mkdocs
Scores:
BLEU: 0.0077
ROUGE-1: 0.1827
ROUGE-2: 0.0132
ROUGE-L: 0.1778
Cosine Similarity: 0.2866
Structural Similarity: 0.4375
Information Retrieval: 0.0000
Code Consistency: 0.0575
Readability: 0.3649
Weighted Score: 0.1702
Repository: face_recognition
Scores:
BLEU: 0.0000
ROUGE-1: 0.0954
ROUGE-2: 0.0156
ROUGE-L: 0.0934
Cosine Similarity: 0.2635
Structural Similarity: 0.1628
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.3270
Weighted Score: 0.2749
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0574
ROUGE-2: 0.0070
ROUGE-L: 0.0555
Cosine Similarity: 0.4427
Structural Similarity: 0.0260
Information Retrieval: 0.2000
Code Consistency: 0.0645
Readability: 0.3067
Weighted Score: 0.1651
Repository: GPT_API_free
Scores:
BLEU: 0.0051
ROUGE-1: 0.0440
ROUGE-2: 0.0000
ROUGE-L: 0.0440
Cosine Similarity: 0.0357
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 1.0000
Readability: 0.4945
Weighted Score: 0.4834
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0000
ROUGE-1: 0.1194
ROUGE-2: 0.0218
ROUGE-L: 0.1119
Cosine Similarity: 0.5187
Structural Similarity: 0.1143
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.5036
Weighted Score: 0.2925
Repository: ChatPaper
Scores:
BLEU: 0.0000
ROUGE-1: 0.0230
ROUGE-2: 0.0009
ROUGE-L: 0.0230
Cosine Similarity: 0.0914
Structural Similarity: 0.0727
Information Retrieval: 0.2000
Code Consistency: 0.0066
Readability: 0.4126
Weighted Score: 0.1418
Repository: twint
Scores:
BLEU: 0.0099
ROUGE-1: 0.1380
ROUGE-2: 0.0243
ROUGE-L: 0.1272
Cosine Similarity: 0.3583
Structural Similarity: 0.4000
Information Retrieval: 0.6000
Code Consistency: 0.1121
Readability: 0.5114
Weighted Score: 0.3312
Repository: flask
Scores:
BLEU: 0.0305
ROUGE-1: 0.1933
ROUGE-2: 0.0291
ROUGE-L: 0.1667
Cosine Similarity: 0.2801
Structural Similarity: 0.2857
Information Retrieval: 0.4000
Code Consistency: 0.0740
Readability: -0.0125
Weighted Score: 0.1649
Repository: professional-programming
Scores:
BLEU: 0.0000
ROUGE-1: 0.0294
ROUGE-2: 0.0027
ROUGE-L: 0.0285
Cosine Similarity: 0.3756
Structural Similarity: 0.0263
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.3077
Weighted Score: 0.2238
Repository: EIPs
Scores:
BLEU: 0.0083
ROUGE-1: 0.1401
ROUGE-2: 0.0100
ROUGE-L: 0.1362
Cosine Similarity: 0.1860
Structural Similarity: 0.4286
Information Retrieval: 0.4000
Code Consistency: 0.0296
Readability: 0.1172
Weighted Score: 0.1812
Repository: grok-1
Scores:
BLEU: 0.0084
ROUGE-1: 0.1846
ROUGE-2: 0.0223
ROUGE-L: 0.1714
Cosine Similarity: 0.5433
Structural Similarity: 0.1333
Information Retrieval: 0.4000
Code Consistency: 0.0843
Readability: 0.5787
Weighted Score: 0.2938
Repository: PyTorch-GAN
Scores:
BLEU: 0.0000
ROUGE-1: 0.0624
ROUGE-2: 0.0101
ROUGE-L: 0.0615
Cosine Similarity: 0.4556
Structural Similarity: 0.0301
Information Retrieval: 0.2000
Code Consistency: 0.0000
Readability: 0.2515
Weighted Score: 0.1433
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0186
ROUGE-2: 0.0031
ROUGE-L: 0.0186
Cosine Similarity: 0.1000
Structural Similarity: 0.0625
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.5513
Weighted Score: 0.2079
Repository: hackingtool
Scores:
BLEU: 0.0044
ROUGE-1: 0.1163
ROUGE-2: 0.0107
ROUGE-L: 0.1142
Cosine Similarity: 0.2302
Structural Similarity: 0.1300
Information Retrieval: 0.6000
Code Consistency: 0.0695
Readability: 0.4891
Weighted Score: 0.2763
Repository: cascadia-code
Scores:
BLEU: 0.0054
ROUGE-1: 0.1157
ROUGE-2: 0.0189
ROUGE-L: 0.1121
Cosine Similarity: 0.3088
Structural Similarity: 0.0455
Information Retrieval: 0.4000
Code Consistency: 0.0667
Readability: 0.5229
Weighted Score: 0.2421
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0315
ROUGE-2: 0.0026
ROUGE-L: 0.0298
Cosine Similarity: 0.4124
Structural Similarity: 0.0332
Information Retrieval: 0.4000
Code Consistency: 0.0588
Readability: -0.1289
Weighted Score: 0.1127
Repository: rembg
Scores:
BLEU: 0.0019
ROUGE-1: 0.1599
ROUGE-2: 0.0292
ROUGE-L: 0.1483
Cosine Similarity: 0.2068
Structural Similarity: 0.2500
Information Retrieval: 0.6000
Code Consistency: 0.0783
Readability: 0.4529
Weighted Score: 0.2834
Repository: devops-exercises
Scores:
BLEU: 0.0000
ROUGE-1: 0.0265
ROUGE-2: 0.0041
ROUGE-L: 0.0258
Cosine Similarity: 0.2773
Structural Similarity: 0.0779
Information Retrieval: 0.2000
Code Consistency: 0.0417
Readability: 0.3006
Weighted Score: 0.1459
Repository: AutoEq
Scores:
BLEU: 0.0252
ROUGE-1: 0.2108
ROUGE-2: 0.0260
ROUGE-L: 0.2034
Cosine Similarity: 0.4367
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0847
Readability: 0.4921
Weighted Score: 0.3463
Repository: MiniGPT-4
Scores:
BLEU: 0.0001
ROUGE-1: 0.1453
ROUGE-2: 0.0132
ROUGE-L: 0.1453
Cosine Similarity: 0.2666
Structural Similarity: 0.3846
Information Retrieval: 0.4000
Code Consistency: 0.0288
Readability: 0.4238
Weighted Score: 0.2458
Repository: python-spider
Scores:
BLEU: 0.0055
ROUGE-1: 0.0489
ROUGE-2: 0.0065
ROUGE-L: 0.0489
Cosine Similarity: 0.0460
Structural Similarity: 0.3889
Information Retrieval: 0.4000
Code Consistency: 0.0296
Readability: 0.6001
Weighted Score: 0.2535
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0000
ROUGE-1: 0.0887
ROUGE-2: 0.0188
ROUGE-L: 0.0887
Cosine Similarity: 0.4796
Structural Similarity: 0.0625
Information Retrieval: 0.0000
Code Consistency: 0.0573
Readability: 0.4434
Weighted Score: 0.1609
Repository: flux
Scores:
BLEU: 0.0078
ROUGE-1: 0.1724
ROUGE-2: 0.0214
ROUGE-L: 0.1690
Cosine Similarity: 0.2646
Structural Similarity: 0.3438
Information Retrieval: 0.6000
Code Consistency: 0.0909
Readability: 0.3219
Weighted Score: 0.2763
Repository: pyright
Scores:
BLEU: 0.0278
ROUGE-1: 0.1606
ROUGE-2: 0.0366
ROUGE-L: 0.1554
Cosine Similarity: 0.2608
Structural Similarity: 0.3889
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.3943
Weighted Score: 0.2784
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0524
ROUGE-2: 0.0073
ROUGE-L: 0.0519
Cosine Similarity: 0.4042
Structural Similarity: 0.0202
Information Retrieval: 0.2000
Code Consistency: 0.1210
Readability: 0.4992
Weighted Score: 0.2102
|