File size: 11,073 Bytes
2d35c92 |
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: 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
|