File size: 11,067 Bytes
859ea6b |
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_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
|