File size: 11,070 Bytes
69475ed |
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: gemini-1.5-flash-exp-0827
Timestamp: 20240912_203632
Average Scores:
bleu: 0.1543
rouge-1: 0.2852
rouge-2: 0.1718
rouge-l: 0.2807
cosine_similarity: 0.5625
structural_similarity: 0.3355
information_retrieval: 0.6350
code_consistency: 0.1240
readability: 0.2415
weighted_score: 0.3300
Detailed Results:
Repository: labelme
Scores:
BLEU: 0.0874
ROUGE-1: 0.2168
ROUGE-2: 0.0483
ROUGE-L: 0.2101
Cosine Similarity: 0.5599
Structural Similarity: 0.2237
Information Retrieval: 1.0000
Code Consistency: 0.0383
Readability: 0.3595
Weighted Score: 0.3825
Repository: gpt-engineer
Scores:
BLEU: 0.9187
ROUGE-1: 0.9430
ROUGE-2: 0.8978
ROUGE-L: 0.9430
Cosine Similarity: 0.9646
Structural Similarity: 0.7000
Information Retrieval: 0.8000
Code Consistency: 0.0887
Readability: 0.2464
Weighted Score: 0.5781
Repository: ChatGLM-6B
Scores:
BLEU: 0.3815
ROUGE-1: 0.4699
ROUGE-2: 0.3005
ROUGE-L: 0.4699
Cosine Similarity: 0.5950
Structural Similarity: 0.5357
Information Retrieval: 1.0000
Code Consistency: 0.1031
Readability: 0.2383
Weighted Score: 0.4609
Repository: SMSBoom
Scores:
BLEU: 0.0273
ROUGE-1: 0.1271
ROUGE-2: 0.0361
ROUGE-L: 0.1229
Cosine Similarity: 0.3553
Structural Similarity: 0.4000
Information Retrieval: 0.4000
Code Consistency: 0.1667
Readability: 0.2339
Weighted Score: 0.2479
Repository: mackup
Scores:
BLEU: 0.0311
ROUGE-1: 0.1085
ROUGE-2: 0.0385
ROUGE-L: 0.1036
Cosine Similarity: 0.1363
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 0.6296
Readability: 0.3625
Weighted Score: 0.4010
Repository: TaskMatrix
Scores:
BLEU: 0.7818
ROUGE-1: 0.8228
ROUGE-2: 0.7552
ROUGE-L: 0.8130
Cosine Similarity: 0.9561
Structural Similarity: 0.9821
Information Retrieval: 0.8000
Code Consistency: 0.3117
Readability: -0.0176
Weighted Score: 0.5705
Repository: Deep-Live-Cam
Scores:
BLEU: 0.0794
ROUGE-1: 0.3417
ROUGE-2: 0.2155
ROUGE-L: 0.3352
Cosine Similarity: 0.7203
Structural Similarity: 0.0172
Information Retrieval: 0.2000
Code Consistency: 0.0215
Readability: 0.4278
Weighted Score: 0.2413
Repository: python-fire
Scores:
BLEU: 0.0264
ROUGE-1: 0.1463
ROUGE-2: 0.0420
ROUGE-L: 0.1422
Cosine Similarity: 0.3726
Structural Similarity: 0.0455
Information Retrieval: 0.8000
Code Consistency: 0.1292
Readability: 0.2708
Weighted Score: 0.2955
Repository: devika
Scores:
BLEU: 0.0649
ROUGE-1: 0.2550
ROUGE-2: 0.0622
ROUGE-L: 0.2371
Cosine Similarity: 0.6790
Structural Similarity: 0.2353
Information Retrieval: 0.4000
Code Consistency: 0.0913
Readability: 0.1831
Weighted Score: 0.2513
Repository: gpt-pilot
Scores:
BLEU: 0.0418
ROUGE-1: 0.2049
ROUGE-2: 0.0475
ROUGE-L: 0.1997
Cosine Similarity: 0.6082
Structural Similarity: 0.3333
Information Retrieval: 0.6000
Code Consistency: 0.0370
Readability: -0.1432
Weighted Score: 0.2122
Repository: Depix
Scores:
BLEU: 0.0574
ROUGE-1: 0.2749
ROUGE-2: 0.0636
ROUGE-L: 0.2749
Cosine Similarity: 0.6483
Structural Similarity: 0.5000
Information Retrieval: 0.8000
Code Consistency: 0.0000
Readability: 0.4106
Weighted Score: 0.3832
Repository: Real-Time-Voice-Cloning
Scores:
BLEU: 0.1271
ROUGE-1: 0.2912
ROUGE-2: 0.0822
ROUGE-L: 0.2880
Cosine Similarity: 0.5456
Structural Similarity: 0.2647
Information Retrieval: 0.4000
Code Consistency: 0.0677
Readability: 0.2728
Weighted Score: 0.2639
Repository: httpx
Scores:
BLEU: 0.0611
ROUGE-1: 0.1683
ROUGE-2: 0.0315
ROUGE-L: 0.1655
Cosine Similarity: 0.6544
Structural Similarity: 0.1875
Information Retrieval: 0.8000
Code Consistency: 0.1193
Readability: 0.2454
Weighted Score: 0.3355
Repository: chatgpt-mirai-qq-bot
Scores:
BLEU: 0.0655
ROUGE-1: 0.0766
ROUGE-2: 0.0198
ROUGE-L: 0.0766
Cosine Similarity: 0.3706
Structural Similarity: 0.4231
Information Retrieval: 1.0000
Code Consistency: 0.0680
Readability: 0.3392
Weighted Score: 0.3731
Repository: gpt-researcher
Scores:
BLEU: 0.0363
ROUGE-1: 0.1881
ROUGE-2: 0.0498
ROUGE-L: 0.1803
Cosine Similarity: 0.7379
Structural Similarity: 0.1667
Information Retrieval: 0.6000
Code Consistency: 0.0548
Readability: 0.0038
Weighted Score: 0.2398
Repository: mkdocs
Scores:
BLEU: 0.0783
ROUGE-1: 0.2718
ROUGE-2: 0.0735
ROUGE-L: 0.2670
Cosine Similarity: 0.6400
Structural Similarity: 0.7143
Information Retrieval: 0.4000
Code Consistency: 0.0356
Readability: 0.3381
Weighted Score: 0.3185
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: 0.0466
ROUGE-2: 0.0094
ROUGE-L: 0.0456
Cosine Similarity: 0.4307
Structural Similarity: 0.0202
Information Retrieval: 0.2000
Code Consistency: 0.0565
Readability: 0.5053
Weighted Score: 0.2008
Repository: GPT_API_free
Scores:
BLEU: 0.0035
ROUGE-1: 0.0697
ROUGE-2: 0.0000
ROUGE-L: 0.0697
Cosine Similarity: 0.1395
Structural Similarity: 0.1750
Information Retrieval: 0.8000
Code Consistency: 1.0000
Readability: 0.5195
Weighted Score: 0.5004
Repository: 30-Days-Of-Python
Scores:
BLEU: 0.0089
ROUGE-1: 0.3016
ROUGE-2: 0.1728
ROUGE-L: 0.2988
Cosine Similarity: 0.6072
Structural Similarity: 0.0714
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: -0.1076
Weighted Score: 0.1530
Repository: ChatPaper
Scores:
BLEU: 0.0055
ROUGE-1: 0.0892
ROUGE-2: 0.0164
ROUGE-L: 0.0892
Cosine Similarity: 0.3753
Structural Similarity: 0.3273
Information Retrieval: 1.0000
Code Consistency: 0.0724
Readability: 0.1781
Weighted Score: 0.3274
Repository: twint
Scores:
BLEU: 0.0505
ROUGE-1: 0.2471
ROUGE-2: 0.0628
ROUGE-L: 0.2369
Cosine Similarity: 0.7530
Structural Similarity: 0.2000
Information Retrieval: 1.0000
Code Consistency: 0.1983
Readability: 0.4451
Weighted Score: 0.4473
Repository: flask
Scores:
BLEU: 0.3477
ROUGE-1: 0.6256
ROUGE-2: 0.5505
ROUGE-L: 0.6256
Cosine Similarity: 0.8000
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0710
Readability: 0.3412
Weighted Score: 0.4273
Repository: professional-programming
Scores:
BLEU: 0.0004
ROUGE-1: 0.0561
ROUGE-2: 0.0076
ROUGE-L: 0.0540
Cosine Similarity: 0.4377
Structural Similarity: 0.1165
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: -0.0525
Weighted Score: 0.1689
Repository: EIPs
Scores:
BLEU: 0.0208
ROUGE-1: 0.1651
ROUGE-2: 0.0304
ROUGE-L: 0.1651
Cosine Similarity: 0.2598
Structural Similarity: 0.2500
Information Retrieval: 0.4000
Code Consistency: 0.0533
Readability: 0.4024
Weighted Score: 0.2363
Repository: grok-1
Scores:
BLEU: 0.5389
ROUGE-1: 0.7237
ROUGE-2: 0.5687
ROUGE-L: 0.7188
Cosine Similarity: 0.8895
Structural Similarity: 0.2500
Information Retrieval: 0.4000
Code Consistency: 0.0482
Readability: 0.3219
Weighted Score: 0.3890
Repository: PyTorch-GAN
Scores:
BLEU: 0.0095
ROUGE-1: 0.2140
ROUGE-2: 0.0682
ROUGE-L: 0.1984
Cosine Similarity: 0.6973
Structural Similarity: 0.1466
Information Retrieval: 0.6000
Code Consistency: 0.0959
Readability: -0.2603
Weighted Score: 0.1885
Repository: public-apis
Scores:
BLEU: 0.0000
ROUGE-1: 0.0275
ROUGE-2: 0.0041
ROUGE-L: 0.0273
Cosine Similarity: 0.1847
Structural Similarity: 0.0625
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.5706
Weighted Score: 0.2608
Repository: hackingtool
Scores:
BLEU: 0.9973
ROUGE-1: 0.9985
ROUGE-2: 0.9975
ROUGE-L: 0.9985
Cosine Similarity: 1.0000
Structural Similarity: 0.9900
Information Retrieval: 0.6000
Code Consistency: 0.4171
Readability: -0.8108
Weighted Score: 0.4398
Repository: cascadia-code
Scores:
BLEU: 0.0707
ROUGE-1: 0.2347
ROUGE-2: 0.0438
ROUGE-L: 0.2254
Cosine Similarity: 0.7122
Structural Similarity: 0.3235
Information Retrieval: 0.4000
Code Consistency: 0.0000
Readability: 0.4799
Weighted Score: 0.3035
Repository: python-cheatsheet
Scores:
BLEU: 0.0000
ROUGE-1: 0.0654
ROUGE-2: 0.0132
ROUGE-L: 0.0641
Cosine Similarity: 0.5017
Structural Similarity: 0.0403
Information Retrieval: 0.6000
Code Consistency: 0.1176
Readability: 0.5439
Weighted Score: 0.3113
Repository: rembg
Scores:
BLEU: 0.0206
ROUGE-1: 0.2056
ROUGE-2: 0.0552
ROUGE-L: 0.1906
Cosine Similarity: 0.5128
Structural Similarity: 0.4583
Information Retrieval: 0.8000
Code Consistency: 0.0696
Readability: 0.3361
Weighted Score: 0.3554
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: 0.0493
ROUGE-1: 0.2065
ROUGE-2: 0.0307
ROUGE-L: 0.1902
Cosine Similarity: 0.4410
Structural Similarity: 0.5357
Information Retrieval: 0.8000
Code Consistency: 0.1483
Readability: 0.4288
Weighted Score: 0.3923
Repository: MiniGPT-4
Scores:
BLEU: 0.0213
ROUGE-1: 0.1575
ROUGE-2: 0.0212
ROUGE-L: 0.1522
Cosine Similarity: 0.5734
Structural Similarity: 0.1923
Information Retrieval: 0.2000
Code Consistency: 0.0310
Readability: -0.1929
Weighted Score: 0.0974
Repository: python-spider
Scores:
BLEU: 0.0375
ROUGE-1: 0.0202
ROUGE-2: 0.0018
ROUGE-L: 0.0202
Cosine Similarity: 0.0867
Structural Similarity: 0.4286
Information Retrieval: 0.8000
Code Consistency: 0.0197
Readability: 0.4349
Weighted Score: 0.3076
Repository: chatgpt-retrieval-plugin
Scores:
BLEU: 0.0184
ROUGE-1: 0.1297
ROUGE-2: 0.0251
ROUGE-L: 0.1239
Cosine Similarity: 0.3309
Structural Similarity: 0.3721
Information Retrieval: 1.0000
Code Consistency: 0.0510
Readability: 0.0342
Weighted Score: 0.2985
Repository: flux
Scores:
BLEU: 0.0637
ROUGE-1: 0.2510
ROUGE-2: 0.0592
ROUGE-L: 0.2428
Cosine Similarity: 0.6024
Structural Similarity: 0.5312
Information Retrieval: 0.8000
Code Consistency: 0.0455
Readability: 0.4166
Weighted Score: 0.3906
Repository: pyright
Scores:
BLEU: 0.0280
ROUGE-1: 0.2063
ROUGE-2: 0.0409
ROUGE-L: 0.2063
Cosine Similarity: 0.2768
Structural Similarity: 0.5000
Information Retrieval: 0.6000
Code Consistency: 0.0000
Readability: 0.3402
Weighted Score: 0.2837
Repository: system-design-primer
Scores:
BLEU: 0.0000
ROUGE-1: 0.0711
ROUGE-2: 0.0172
ROUGE-L: 0.0687
Cosine Similarity: 0.5166
Structural Similarity: 0.0116
Information Retrieval: 0.4000
Code Consistency: 0.1452
Readability: 0.5493
Weighted Score: 0.2770
|