Generated: 2026-11-05 01:58:33 UTC
Back to translation prompt evaluation.
Passage length is measured as the source Greek token count when source text is available, falling back to human translation word count only when a source passage has no Greek tokens. Each row regresses one metric against passage length for one prompt version.
Across 605 evaluable metric/prompt regressions, negative correlations are more common: 40 positive, 565 negative, and 0 flat. Using p < 0.05, 0 are significantly positive and 478 are significantly negative.
| Prompt | Metric | Rows | Pattern | Pearson r | R^2 | P-value | Slope | Status |
|---|---|---|---|---|---|---|---|---|
| claude_fable_5 v1 | BLEU-4 | 100 | negative | -0.095 | 0.009 | 0.3474 | -0.00041 | ok |
| chrF++ | 100 | negative | -0.104 | 0.011 | 0.3044 | -0.00031 | ok | |
| METEOR | 100 | significant negative | -0.223 | 0.050 | 0.0260 | -0.00094 | ok | |
| ROUGE-L | 100 | significant negative | -0.263 | 0.069 | 0.0082 | -0.00088 | ok | |
| BERTScore | 100 | significant negative | -0.481 | 0.232 | 3.98e-07 | -0.00032 | ok | |
| COMET | 100 | negative | -0.169 | 0.029 | 0.0928 | -0.00033 | ok | |
| BLEURT | 100 | significant negative | -0.678 | 0.460 | 9.03e-15 | -0.00175 | ok | |
| Trigram precision | 100 | negative | -0.018 | 3.35e-04 | 0.8566 | -0.00009 | ok | |
| Trigram recall | 100 | negative | -0.014 | 2.02e-04 | 0.8885 | -0.00007 | ok | |
| Trigram F1 | 100 | negative | -0.015 | 2.26e-04 | 0.8821 | -0.00007 | ok | |
| Trigram Jaccard | 100 | negative | -0.038 | 0.001 | 0.7055 | -0.00013 | ok | |
| claude_fable_5 v2 | BLEU-4 | 100 | significant negative | -0.414 | 0.172 | 1.81e-05 | -0.00256 | ok |
| chrF++ | 100 | significant negative | -0.459 | 0.211 | 1.58e-06 | -0.00168 | ok | |
| METEOR | 100 | significant negative | -0.466 | 0.217 | 1.03e-06 | -0.00192 | ok | |
| ROUGE-L | 100 | significant negative | -0.457 | 0.209 | 1.75e-06 | -0.00166 | ok | |
| BERTScore | 100 | significant negative | -0.612 | 0.374 | 1.34e-11 | -0.00043 | ok | |
| COMET | 100 | significant negative | -0.484 | 0.234 | 3.32e-07 | -0.00087 | ok | |
| BLEURT | 100 | significant negative | -0.720 | 0.518 | 3.16e-17 | -0.00238 | ok | |
| Trigram precision | 100 | significant negative | -0.337 | 0.114 | 0.0006 | -0.00237 | ok | |
| Trigram recall | 100 | significant negative | -0.361 | 0.130 | 0.0002 | -0.00252 | ok | |
| Trigram F1 | 100 | significant negative | -0.350 | 0.123 | 0.0004 | -0.00244 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00240 | ok | |
| claude_fable_5 v3 | BLEU-4 | 100 | significant negative | -0.435 | 0.189 | 6.21e-06 | -0.00276 | ok |
| chrF++ | 100 | significant negative | -0.484 | 0.235 | 3.30e-07 | -0.00182 | ok | |
| METEOR | 100 | significant negative | -0.455 | 0.207 | 2.03e-06 | -0.00181 | ok | |
| ROUGE-L | 100 | significant negative | -0.464 | 0.215 | 1.18e-06 | -0.00172 | ok | |
| BERTScore | 100 | significant negative | -0.657 | 0.431 | 1.18e-13 | -0.00041 | ok | |
| COMET | 100 | significant negative | -0.505 | 0.255 | 8.48e-08 | -0.00090 | ok | |
| BLEURT | 100 | significant negative | -0.765 | 0.586 | 1.81e-20 | -0.00262 | ok | |
| Trigram precision | 100 | significant negative | -0.335 | 0.112 | 0.0007 | -0.00257 | ok | |
| Trigram recall | 100 | significant negative | -0.352 | 0.124 | 0.0003 | -0.00262 | ok | |
| Trigram F1 | 100 | significant negative | -0.344 | 0.118 | 0.0005 | -0.00259 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.344 | 0.118 | 0.0005 | -0.00286 | ok | |
| claude_opus_4_8 v1 | BLEU-4 | 100 | negative | -0.008 | 6.92e-05 | 0.9345 | -0.00003 | ok |
| chrF++ | 100 | negative | -7.12e-05 | 5.07e-09 | 0.9994 | -2.02e-07 | ok | |
| METEOR | 100 | negative | -0.172 | 0.029 | 0.0876 | -0.00077 | ok | |
| ROUGE-L | 100 | negative | -0.190 | 0.036 | 0.0580 | -0.00065 | ok | |
| BERTScore | 100 | significant negative | -0.283 | 0.080 | 0.0043 | -0.00020 | ok | |
| COMET | 100 | positive | 0.026 | 6.93e-04 | 0.7949 | 0.00004 | ok | |
| BLEURT | 100 | significant negative | -0.588 | 0.346 | 1.26e-10 | -0.00154 | ok | |
| Trigram precision | 100 | negative | -0.014 | 1.94e-04 | 0.8907 | -0.00005 | ok | |
| Trigram recall | 100 | negative | -0.043 | 0.002 | 0.6741 | -0.00017 | ok | |
| Trigram F1 | 100 | negative | -0.024 | 5.63e-04 | 0.8147 | -0.00009 | ok | |
| Trigram Jaccard | 100 | negative | -0.038 | 0.001 | 0.7041 | -0.00009 | ok | |
| claude_opus_4_8 v2 | BLEU-4 | 100 | significant negative | -0.459 | 0.210 | 1.61e-06 | -0.00284 | ok |
| chrF++ | 100 | significant negative | -0.478 | 0.228 | 5.02e-07 | -0.00183 | ok | |
| METEOR | 100 | significant negative | -0.514 | 0.264 | 4.50e-08 | -0.00214 | ok | |
| ROUGE-L | 100 | significant negative | -0.530 | 0.281 | 1.41e-08 | -0.00203 | ok | |
| BERTScore | 100 | significant negative | -0.628 | 0.395 | 2.61e-12 | -0.00047 | ok | |
| COMET | 100 | significant negative | -0.468 | 0.219 | 9.11e-07 | -0.00089 | ok | |
| BLEURT | 100 | significant negative | -0.728 | 0.530 | 8.94e-18 | -0.00249 | ok | |
| Trigram precision | 100 | significant negative | -0.401 | 0.161 | 3.57e-05 | -0.00289 | ok | |
| Trigram recall | 100 | significant negative | -0.409 | 0.167 | 2.40e-05 | -0.00292 | ok | |
| Trigram F1 | 100 | significant negative | -0.406 | 0.165 | 2.74e-05 | -0.00290 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.388 | 0.150 | 6.74e-05 | -0.00274 | ok | |
| claude_opus_4_8 v3 | BLEU-4 | 100 | significant negative | -0.419 | 0.175 | 1.44e-05 | -0.00284 | ok |
| chrF++ | 100 | significant negative | -0.459 | 0.211 | 1.55e-06 | -0.00181 | ok | |
| METEOR | 100 | significant negative | -0.493 | 0.243 | 1.86e-07 | -0.00222 | ok | |
| ROUGE-L | 100 | significant negative | -0.522 | 0.273 | 2.51e-08 | -0.00209 | ok | |
| BERTScore | 100 | significant negative | -0.654 | 0.428 | 1.54e-13 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.493 | 0.243 | 1.91e-07 | -0.00091 | ok | |
| BLEURT | 100 | significant negative | -0.732 | 0.536 | 5.17e-18 | -0.00258 | ok | |
| Trigram precision | 100 | significant negative | -0.401 | 0.161 | 3.60e-05 | -0.00325 | ok | |
| Trigram recall | 100 | significant negative | -0.410 | 0.168 | 2.32e-05 | -0.00331 | ok | |
| Trigram F1 | 100 | significant negative | -0.406 | 0.165 | 2.76e-05 | -0.00328 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.394 | 0.155 | 5.04e-05 | -0.00348 | ok | |
| claude_sonnet_5 v1 | BLEU-4 | 100 | positive | 0.051 | 0.003 | 0.6163 | 0.00021 | ok |
| chrF++ | 100 | positive | 0.020 | 4.10e-04 | 0.8416 | 0.00006 | ok | |
| METEOR | 100 | negative | -0.156 | 0.024 | 0.1214 | -0.00069 | ok | |
| ROUGE-L | 100 | negative | -0.192 | 0.037 | 0.0550 | -0.00072 | ok | |
| BERTScore | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00029 | ok | |
| COMET | 100 | negative | -0.100 | 0.010 | 0.3232 | -0.00018 | ok | |
| BLEURT | 100 | significant negative | -0.603 | 0.364 | 3.11e-11 | -0.00172 | ok | |
| Trigram precision | 100 | negative | -0.002 | 5.75e-06 | 0.9811 | -0.00001 | ok | |
| Trigram recall | 100 | negative | -0.029 | 8.52e-04 | 0.7731 | -0.00014 | ok | |
| Trigram F1 | 100 | negative | -0.013 | 1.80e-04 | 0.8946 | -0.00006 | ok | |
| Trigram Jaccard | 100 | negative | -0.028 | 7.83e-04 | 0.7823 | -0.00008 | ok | |
| claude_sonnet_5 v2 | BLEU-4 | 100 | significant negative | -0.339 | 0.115 | 0.0006 | -0.00204 | ok |
| chrF++ | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00128 | ok | |
| METEOR | 100 | significant negative | -0.504 | 0.254 | 8.79e-08 | -0.00222 | ok | |
| ROUGE-L | 100 | significant negative | -0.494 | 0.244 | 1.76e-07 | -0.00187 | ok | |
| BERTScore | 100 | significant negative | -0.537 | 0.288 | 8.71e-09 | -0.00040 | ok | |
| COMET | 100 | significant negative | -0.413 | 0.170 | 1.97e-05 | -0.00071 | ok | |
| BLEURT | 100 | significant negative | -0.723 | 0.522 | 2.12e-17 | -0.00223 | ok | |
| Trigram precision | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00255 | ok | |
| Trigram recall | 100 | significant negative | -0.366 | 0.134 | 0.0002 | -0.00255 | ok | |
| Trigram F1 | 100 | significant negative | -0.365 | 0.134 | 0.0002 | -0.00255 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.366 | 0.134 | 0.0002 | -0.00233 | ok | |
| claude_sonnet_5 v3 | BLEU-4 | 100 | significant negative | -0.419 | 0.175 | 1.47e-05 | -0.00283 | ok |
| chrF++ | 100 | significant negative | -0.457 | 0.209 | 1.75e-06 | -0.00178 | ok | |
| METEOR | 100 | significant negative | -0.521 | 0.272 | 2.66e-08 | -0.00214 | ok | |
| ROUGE-L | 100 | significant negative | -0.528 | 0.279 | 1.63e-08 | -0.00213 | ok | |
| BERTScore | 100 | significant negative | -0.640 | 0.409 | 7.79e-13 | -0.00043 | ok | |
| COMET | 100 | significant negative | -0.517 | 0.267 | 3.65e-08 | -0.00090 | ok | |
| BLEURT | 100 | significant negative | -0.741 | 0.549 | 1.20e-18 | -0.00246 | ok | |
| Trigram precision | 100 | significant negative | -0.406 | 0.165 | 2.75e-05 | -0.00348 | ok | |
| Trigram recall | 100 | significant negative | -0.409 | 0.167 | 2.45e-05 | -0.00343 | ok | |
| Trigram F1 | 100 | significant negative | -0.408 | 0.166 | 2.56e-05 | -0.00345 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.409 | 0.168 | 2.33e-05 | -0.00386 | ok | |
| gpt-4-turbo-2024-04-09 v1 | BLEU-4 | 100 | positive | 0.047 | 0.002 | 0.6420 | 0.00018 | ok |
| chrF++ | 100 | positive | 0.065 | 0.004 | 0.5216 | 0.00020 | ok | |
| METEOR | 100 | negative | -0.180 | 0.032 | 0.0737 | -0.00093 | ok | |
| ROUGE-L | 100 | negative | -0.104 | 0.011 | 0.3022 | -0.00041 | ok | |
| BERTScore | 100 | significant negative | -0.237 | 0.056 | 0.0178 | -0.00019 | ok | |
| COMET | 100 | negative | -0.136 | 0.018 | 0.1789 | -0.00023 | ok | |
| BLEURT | 100 | significant negative | -0.690 | 0.476 | 1.96e-15 | -0.00207 | ok | |
| Trigram precision | 100 | negative | -0.012 | 1.45e-04 | 0.9054 | -0.00005 | ok | |
| Trigram recall | 100 | negative | -0.073 | 0.005 | 0.4724 | -0.00034 | ok | |
| Trigram F1 | 100 | negative | -0.041 | 0.002 | 0.6861 | -0.00018 | ok | |
| Trigram Jaccard | 100 | negative | -0.059 | 0.003 | 0.5623 | -0.00017 | ok | |
| gpt-4-turbo-2024-04-09 v2 | BLEU-4 | 100 | significant negative | -0.460 | 0.212 | 1.47e-06 | -0.00306 | ok |
| chrF++ | 100 | significant negative | -0.446 | 0.199 | 3.36e-06 | -0.00195 | ok | |
| METEOR | 100 | significant negative | -0.503 | 0.253 | 9.70e-08 | -0.00283 | ok | |
| ROUGE-L | 100 | significant negative | -0.501 | 0.251 | 1.09e-07 | -0.00247 | ok | |
| BERTScore | 100 | significant negative | -0.617 | 0.381 | 8.27e-12 | -0.00055 | ok | |
| COMET | 100 | significant negative | -0.464 | 0.215 | 1.17e-06 | -0.00090 | ok | |
| BLEURT | 100 | significant negative | -0.759 | 0.576 | 5.69e-20 | -0.00301 | ok | |
| Trigram precision | 100 | significant negative | -0.410 | 0.168 | 2.25e-05 | -0.00324 | ok | |
| Trigram recall | 100 | significant negative | -0.421 | 0.178 | 1.26e-05 | -0.00332 | ok | |
| Trigram F1 | 100 | significant negative | -0.417 | 0.174 | 1.61e-05 | -0.00327 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.397 | 0.158 | 4.35e-05 | -0.00286 | ok | |
| gpt-4-turbo-2024-04-09 v3 | BLEU-4 | 100 | significant negative | -0.356 | 0.127 | 0.0003 | -0.00204 | ok |
| chrF++ | 100 | significant negative | -0.346 | 0.120 | 0.0004 | -0.00134 | ok | |
| METEOR | 100 | significant negative | -0.464 | 0.215 | 1.17e-06 | -0.00228 | ok | |
| ROUGE-L | 100 | significant negative | -0.441 | 0.195 | 4.33e-06 | -0.00196 | ok | |
| BERTScore | 100 | significant negative | -0.506 | 0.256 | 7.79e-08 | -0.00043 | ok | |
| COMET | 100 | significant negative | -0.339 | 0.115 | 0.0006 | -0.00063 | ok | |
| BLEURT | 100 | significant negative | -0.744 | 0.554 | 7.28e-19 | -0.00245 | ok | |
| Trigram precision | 100 | significant negative | -0.319 | 0.102 | 0.0012 | -0.00210 | ok | |
| Trigram recall | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00224 | ok | |
| Trigram F1 | 100 | significant negative | -0.334 | 0.112 | 0.0007 | -0.00216 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.333 | 0.111 | 0.0007 | -0.00174 | ok | |
| gpt-4.1-2025-04-14 v1 | BLEU-4 | 100 | positive | 0.059 | 0.004 | 0.5577 | 0.00024 | ok |
| chrF++ | 100 | positive | 0.115 | 0.013 | 0.2533 | 0.00036 | ok | |
| METEOR | 100 | negative | -0.129 | 0.017 | 0.2002 | -0.00062 | ok | |
| ROUGE-L | 100 | negative | -0.136 | 0.018 | 0.1778 | -0.00054 | ok | |
| BERTScore | 100 | significant negative | -0.265 | 0.070 | 0.0077 | -0.00023 | ok | |
| COMET | 100 | negative | -0.043 | 0.002 | 0.6738 | -0.00007 | ok | |
| BLEURT | 100 | significant negative | -0.638 | 0.408 | 8.90e-13 | -0.00182 | ok | |
| Trigram precision | 100 | positive | 0.051 | 0.003 | 0.6155 | 0.00022 | ok | |
| Trigram recall | 100 | positive | 0.018 | 3.11e-04 | 0.8617 | 0.00008 | ok | |
| Trigram F1 | 100 | positive | 0.036 | 0.001 | 0.7220 | 0.00016 | ok | |
| Trigram Jaccard | 100 | positive | 0.004 | 1.31e-05 | 0.9715 | 0.00001 | ok | |
| gpt-4.1-2025-04-14 v2 | BLEU-4 | 100 | significant negative | -0.292 | 0.085 | 0.0032 | -0.00180 | ok |
| chrF++ | 100 | significant negative | -0.291 | 0.085 | 0.0033 | -0.00117 | ok | |
| METEOR | 100 | significant negative | -0.371 | 0.138 | 0.0001 | -0.00191 | ok | |
| ROUGE-L | 100 | significant negative | -0.387 | 0.150 | 7.05e-05 | -0.00173 | ok | |
| BERTScore | 100 | significant negative | -0.562 | 0.316 | 1.13e-09 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.392 | 0.153 | 5.62e-05 | -0.00072 | ok | |
| BLEURT | 100 | significant negative | -0.701 | 0.492 | 4.43e-16 | -0.00231 | ok | |
| Trigram precision | 100 | significant negative | -0.276 | 0.076 | 0.0054 | -0.00201 | ok | |
| Trigram recall | 100 | significant negative | -0.291 | 0.084 | 0.0034 | -0.00209 | ok | |
| Trigram F1 | 100 | significant negative | -0.283 | 0.080 | 0.0043 | -0.00205 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.290 | 0.084 | 0.0034 | -0.00185 | ok | |
| gpt-4.1-2025-04-14 v3 | BLEU-4 | 100 | significant negative | -0.328 | 0.107 | 0.0009 | -0.00206 | ok |
| chrF++ | 100 | significant negative | -0.374 | 0.140 | 0.0001 | -0.00143 | ok | |
| METEOR | 100 | significant negative | -0.484 | 0.234 | 3.48e-07 | -0.00216 | ok | |
| ROUGE-L | 100 | significant negative | -0.490 | 0.240 | 2.32e-07 | -0.00207 | ok | |
| BERTScore | 100 | significant negative | -0.633 | 0.401 | 1.53e-12 | -0.00049 | ok | |
| COMET | 100 | significant negative | -0.425 | 0.180 | 1.07e-05 | -0.00082 | ok | |
| BLEURT | 100 | significant negative | -0.755 | 0.569 | 1.24e-19 | -0.00259 | ok | |
| Trigram precision | 100 | significant negative | -0.366 | 0.134 | 0.0002 | -0.00290 | ok | |
| Trigram recall | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00285 | ok | |
| Trigram F1 | 100 | significant negative | -0.364 | 0.132 | 0.0002 | -0.00286 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.352 | 0.124 | 0.0003 | -0.00290 | ok | |
| gpt-4o-2024-05-13 v1 | BLEU-4 | 100 | negative | -0.069 | 0.005 | 0.4960 | -0.00029 | ok |
| chrF++ | 100 | significant negative | -0.228 | 0.052 | 0.0223 | -0.00079 | ok | |
| METEOR | 100 | significant negative | -0.321 | 0.103 | 0.0011 | -0.00161 | ok | |
| ROUGE-L | 100 | significant negative | -0.334 | 0.111 | 0.0007 | -0.00148 | ok | |
| BERTScore | 100 | significant negative | -0.439 | 0.193 | 4.88e-06 | -0.00038 | ok | |
| COMET | 100 | significant negative | -0.408 | 0.167 | 2.48e-05 | -0.00083 | ok | |
| BLEURT | 100 | significant negative | -0.644 | 0.415 | 4.91e-13 | -0.00211 | ok | |
| Trigram precision | 100 | negative | -0.048 | 0.002 | 0.6362 | -0.00022 | ok | |
| Trigram recall | 100 | negative | -0.107 | 0.011 | 0.2901 | -0.00052 | ok | |
| Trigram F1 | 100 | negative | -0.094 | 0.009 | 0.3533 | -0.00045 | ok | |
| Trigram Jaccard | 100 | negative | -0.107 | 0.012 | 0.2882 | -0.00034 | ok | |
| gpt-4o-2024-05-13 v2 | BLEU-4 | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00206 | ok |
| chrF++ | 100 | significant negative | -0.373 | 0.139 | 0.0001 | -0.00157 | ok | |
| METEOR | 100 | significant negative | -0.441 | 0.195 | 4.37e-06 | -0.00232 | ok | |
| ROUGE-L | 100 | significant negative | -0.446 | 0.199 | 3.24e-06 | -0.00213 | ok | |
| BERTScore | 100 | significant negative | -0.560 | 0.314 | 1.38e-09 | -0.00051 | ok | |
| COMET | 100 | significant negative | -0.390 | 0.152 | 6.01e-05 | -0.00084 | ok | |
| BLEURT | 100 | significant negative | -0.710 | 0.504 | 1.31e-16 | -0.00261 | ok | |
| Trigram precision | 100 | significant negative | -0.300 | 0.090 | 0.0025 | -0.00208 | ok | |
| Trigram recall | 100 | significant negative | -0.324 | 0.105 | 0.0010 | -0.00213 | ok | |
| Trigram F1 | 100 | significant negative | -0.316 | 0.100 | 0.0014 | -0.00212 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.315 | 0.099 | 0.0014 | -0.00180 | ok | |
| gpt-4o-2024-05-13 v3 | BLEU-4 | 100 | significant negative | -0.323 | 0.104 | 0.0011 | -0.00225 | ok |
| chrF++ | 100 | significant negative | -0.383 | 0.147 | 8.23e-05 | -0.00176 | ok | |
| METEOR | 100 | significant negative | -0.461 | 0.213 | 1.36e-06 | -0.00258 | ok | |
| ROUGE-L | 100 | significant negative | -0.453 | 0.205 | 2.20e-06 | -0.00230 | ok | |
| BERTScore | 100 | significant negative | -0.530 | 0.280 | 1.46e-08 | -0.00047 | ok | |
| COMET | 100 | significant negative | -0.411 | 0.169 | 2.19e-05 | -0.00091 | ok | |
| BLEURT | 100 | significant negative | -0.714 | 0.510 | 7.04e-17 | -0.00275 | ok | |
| Trigram precision | 100 | significant negative | -0.312 | 0.097 | 0.0016 | -0.00285 | ok | |
| Trigram recall | 100 | significant negative | -0.334 | 0.111 | 0.0007 | -0.00300 | ok | |
| Trigram F1 | 100 | significant negative | -0.326 | 0.106 | 0.0009 | -0.00294 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.326 | 0.106 | 0.0009 | -0.00299 | ok | |
| gpt-4o-2024-08-06 v1 | BLEU-4 | 100 | negative | -0.029 | 8.17e-04 | 0.7778 | -0.00011 | ok |
| chrF++ | 100 | negative | -0.004 | 2.01e-05 | 0.9647 | -0.00001 | ok | |
| METEOR | 100 | negative | -0.161 | 0.026 | 0.1089 | -0.00085 | ok | |
| ROUGE-L | 100 | negative | -0.192 | 0.037 | 0.0563 | -0.00080 | ok | |
| BERTScore | 100 | significant negative | -0.317 | 0.100 | 0.0013 | -0.00026 | ok | |
| COMET | 100 | negative | -0.154 | 0.024 | 0.1254 | -0.00024 | ok | |
| BLEURT | 100 | significant negative | -0.670 | 0.449 | 2.48e-14 | -0.00214 | ok | |
| Trigram precision | 100 | negative | -0.026 | 6.90e-04 | 0.7952 | -0.00012 | ok | |
| Trigram recall | 100 | negative | -0.072 | 0.005 | 0.4746 | -0.00036 | ok | |
| Trigram F1 | 100 | negative | -0.047 | 0.002 | 0.6438 | -0.00022 | ok | |
| Trigram Jaccard | 100 | negative | -0.063 | 0.004 | 0.5333 | -0.00021 | ok | |
| gpt-4o-2024-08-06 v2 | BLEU-4 | 100 | significant negative | -0.339 | 0.115 | 0.0006 | -0.00193 | ok |
| chrF++ | 100 | significant negative | -0.367 | 0.134 | 0.0002 | -0.00138 | ok | |
| METEOR | 100 | significant negative | -0.461 | 0.213 | 1.38e-06 | -0.00228 | ok | |
| ROUGE-L | 100 | significant negative | -0.447 | 0.200 | 3.06e-06 | -0.00194 | ok | |
| BERTScore | 100 | significant negative | -0.627 | 0.393 | 3.08e-12 | -0.00052 | ok | |
| COMET | 100 | significant negative | -0.418 | 0.175 | 1.51e-05 | -0.00078 | ok | |
| BLEURT | 100 | significant negative | -0.761 | 0.579 | 4.01e-20 | -0.00272 | ok | |
| Trigram precision | 100 | significant negative | -0.324 | 0.105 | 0.0010 | -0.00223 | ok | |
| Trigram recall | 100 | significant negative | -0.327 | 0.107 | 0.0009 | -0.00224 | ok | |
| Trigram F1 | 100 | significant negative | -0.326 | 0.107 | 0.0009 | -0.00223 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.322 | 0.104 | 0.0011 | -0.00190 | ok | |
| gpt-4o-2024-08-06 v3 | BLEU-4 | 100 | significant negative | -0.328 | 0.108 | 0.0008 | -0.00234 | ok |
| chrF++ | 100 | significant negative | -0.375 | 0.141 | 0.0001 | -0.00159 | ok | |
| METEOR | 100 | significant negative | -0.444 | 0.197 | 3.65e-06 | -0.00228 | ok | |
| ROUGE-L | 100 | significant negative | -0.488 | 0.238 | 2.65e-07 | -0.00226 | ok | |
| BERTScore | 100 | significant negative | -0.599 | 0.359 | 4.49e-11 | -0.00050 | ok | |
| COMET | 100 | significant negative | -0.399 | 0.159 | 3.85e-05 | -0.00081 | ok | |
| BLEURT | 100 | significant negative | -0.663 | 0.439 | 5.77e-14 | -0.00248 | ok | |
| Trigram precision | 100 | significant negative | -0.348 | 0.121 | 0.0004 | -0.00301 | ok | |
| Trigram recall | 100 | significant negative | -0.346 | 0.120 | 0.0004 | -0.00292 | ok | |
| Trigram F1 | 100 | significant negative | -0.347 | 0.120 | 0.0004 | -0.00295 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.343 | 0.118 | 0.0005 | -0.00298 | ok | |
| gpt-4o-2024-11-20 v1 | BLEU-4 | 100 | negative | -0.071 | 0.005 | 0.4839 | -0.00028 | ok |
| chrF++ | 100 | negative | -0.009 | 8.57e-05 | 0.9272 | -0.00003 | ok | |
| METEOR | 100 | significant negative | -0.265 | 0.070 | 0.0078 | -0.00129 | ok | |
| ROUGE-L | 100 | significant negative | -0.233 | 0.054 | 0.0199 | -0.00095 | ok | |
| BERTScore | 100 | significant negative | -0.306 | 0.093 | 0.0020 | -0.00027 | ok | |
| COMET | 100 | negative | -0.097 | 0.009 | 0.3364 | -0.00016 | ok | |
| BLEURT | 100 | significant negative | -0.649 | 0.421 | 2.98e-13 | -0.00188 | ok | |
| Trigram precision | 100 | negative | -0.090 | 0.008 | 0.3735 | -0.00038 | ok | |
| Trigram recall | 100 | negative | -0.120 | 0.014 | 0.2346 | -0.00055 | ok | |
| Trigram F1 | 100 | negative | -0.103 | 0.011 | 0.3101 | -0.00045 | ok | |
| Trigram Jaccard | 100 | negative | -0.115 | 0.013 | 0.2556 | -0.00034 | ok | |
| gpt-4o-2024-11-20 v2 | BLEU-4 | 100 | significant negative | -0.330 | 0.109 | 0.0008 | -0.00203 | ok |
| chrF++ | 100 | significant negative | -0.372 | 0.138 | 0.0001 | -0.00143 | ok | |
| METEOR | 100 | significant negative | -0.464 | 0.215 | 1.17e-06 | -0.00234 | ok | |
| ROUGE-L | 100 | significant negative | -0.418 | 0.175 | 1.53e-05 | -0.00184 | ok | |
| BERTScore | 100 | significant negative | -0.600 | 0.360 | 4.14e-11 | -0.00048 | ok | |
| COMET | 100 | significant negative | -0.406 | 0.165 | 2.71e-05 | -0.00077 | ok | |
| BLEURT | 100 | significant negative | -0.743 | 0.553 | 8.08e-19 | -0.00249 | ok | |
| Trigram precision | 100 | significant negative | -0.305 | 0.093 | 0.0020 | -0.00215 | ok | |
| Trigram recall | 100 | significant negative | -0.313 | 0.098 | 0.0015 | -0.00222 | ok | |
| Trigram F1 | 100 | significant negative | -0.310 | 0.096 | 0.0017 | -0.00218 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.309 | 0.095 | 0.0018 | -0.00195 | ok | |
| gpt-4o-2024-11-20 v3 | BLEU-4 | 100 | significant negative | -0.368 | 0.135 | 0.0002 | -0.00227 | ok |
| chrF++ | 100 | significant negative | -0.360 | 0.129 | 0.0002 | -0.00138 | ok | |
| METEOR | 100 | significant negative | -0.468 | 0.219 | 9.22e-07 | -0.00225 | ok | |
| ROUGE-L | 100 | significant negative | -0.479 | 0.230 | 4.59e-07 | -0.00213 | ok | |
| BERTScore | 100 | significant negative | -0.628 | 0.394 | 2.77e-12 | -0.00048 | ok | |
| COMET | 100 | significant negative | -0.386 | 0.149 | 7.32e-05 | -0.00069 | ok | |
| BLEURT | 100 | significant negative | -0.737 | 0.543 | 2.39e-18 | -0.00250 | ok | |
| Trigram precision | 100 | significant negative | -0.367 | 0.135 | 0.0002 | -0.00298 | ok | |
| Trigram recall | 100 | significant negative | -0.363 | 0.132 | 0.0002 | -0.00290 | ok | |
| Trigram F1 | 100 | significant negative | -0.365 | 0.133 | 0.0002 | -0.00293 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.350 | 0.122 | 0.0004 | -0.00284 | ok | |
| gpt-5 v1 | BLEU-4 | 100 | positive | 0.056 | 0.003 | 0.5833 | 0.00024 | ok |
| chrF++ | 100 | positive | 0.040 | 0.002 | 0.6931 | 0.00013 | ok | |
| METEOR | 100 | negative | -0.129 | 0.017 | 0.2014 | -0.00059 | ok | |
| ROUGE-L | 100 | negative | -0.131 | 0.017 | 0.1950 | -0.00048 | ok | |
| BERTScore | 100 | significant negative | -0.247 | 0.061 | 0.0133 | -0.00017 | ok | |
| COMET | 100 | negative | -0.029 | 8.31e-04 | 0.7759 | -0.00005 | ok | |
| BLEURT | 100 | significant negative | -0.628 | 0.394 | 2.77e-12 | -0.00181 | ok | |
| Trigram precision | 100 | positive | 0.018 | 3.37e-04 | 0.8561 | 0.00008 | ok | |
| Trigram recall | 100 | positive | 0.003 | 6.65e-06 | 0.9797 | 0.00001 | ok | |
| Trigram F1 | 100 | positive | 0.012 | 1.38e-04 | 0.9075 | 0.00005 | ok | |
| Trigram Jaccard | 100 | negative | -0.017 | 2.81e-04 | 0.8685 | -0.00005 | ok | |
| gpt-5 v2 | BLEU-4 | 100 | significant negative | -0.425 | 0.180 | 1.06e-05 | -0.00271 | ok |
| chrF++ | 100 | significant negative | -0.467 | 0.218 | 9.48e-07 | -0.00184 | ok | |
| METEOR | 100 | significant negative | -0.489 | 0.239 | 2.46e-07 | -0.00231 | ok | |
| ROUGE-L | 100 | significant negative | -0.436 | 0.190 | 5.90e-06 | -0.00174 | ok | |
| BERTScore | 100 | significant negative | -0.680 | 0.462 | 7.47e-15 | -0.00052 | ok | |
| COMET | 100 | significant negative | -0.522 | 0.273 | 2.51e-08 | -0.00100 | ok | |
| BLEURT | 100 | significant negative | -0.810 | 0.656 | 1.97e-24 | -0.00323 | ok | |
| Trigram precision | 100 | significant negative | -0.303 | 0.092 | 0.0021 | -0.00224 | ok | |
| Trigram recall | 100 | significant negative | -0.340 | 0.115 | 0.0005 | -0.00250 | ok | |
| Trigram F1 | 100 | significant negative | -0.324 | 0.105 | 0.0010 | -0.00238 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.320 | 0.103 | 0.0012 | -0.00229 | ok | |
| gpt-5 v3 | BLEU-4 | 100 | significant negative | -0.380 | 0.144 | 9.80e-05 | -0.00241 | ok |
| chrF++ | 100 | significant negative | -0.446 | 0.199 | 3.29e-06 | -0.00166 | ok | |
| METEOR | 100 | significant negative | -0.528 | 0.278 | 1.70e-08 | -0.00250 | ok | |
| ROUGE-L | 100 | significant negative | -0.472 | 0.223 | 7.08e-07 | -0.00198 | ok | |
| BERTScore | 100 | significant negative | -0.610 | 0.372 | 1.62e-11 | -0.00042 | ok | |
| COMET | 100 | significant negative | -0.479 | 0.230 | 4.60e-07 | -0.00089 | ok | |
| BLEURT | 100 | significant negative | -0.754 | 0.569 | 1.31e-19 | -0.00259 | ok | |
| Trigram precision | 100 | significant negative | -0.375 | 0.141 | 0.0001 | -0.00310 | ok | |
| Trigram recall | 100 | significant negative | -0.383 | 0.146 | 8.53e-05 | -0.00316 | ok | |
| Trigram F1 | 100 | significant negative | -0.379 | 0.144 | 9.87e-05 | -0.00313 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.372 | 0.139 | 0.0001 | -0.00340 | ok | |
| gpt-5.1 v1 | BLEU-4 | 100 | positive | 0.128 | 0.016 | 0.2055 | 0.00052 | ok |
| chrF++ | 100 | positive | 0.111 | 0.012 | 0.2708 | 0.00032 | ok | |
| METEOR | 100 | negative | -0.063 | 0.004 | 0.5306 | -0.00028 | ok | |
| ROUGE-L | 100 | negative | -0.139 | 0.019 | 0.1690 | -0.00054 | ok | |
| BERTScore | 100 | significant negative | -0.295 | 0.087 | 0.0029 | -0.00023 | ok | |
| COMET | 100 | positive | 0.011 | 1.30e-04 | 0.9104 | 0.00002 | ok | |
| BLEURT | 100 | significant negative | -0.631 | 0.399 | 1.88e-12 | -0.00179 | ok | |
| Trigram precision | 100 | positive | 0.048 | 0.002 | 0.6385 | 0.00021 | ok | |
| Trigram recall | 100 | positive | 0.061 | 0.004 | 0.5442 | 0.00029 | ok | |
| Trigram F1 | 100 | positive | 0.056 | 0.003 | 0.5822 | 0.00026 | ok | |
| Trigram Jaccard | 100 | positive | 0.030 | 9.13e-04 | 0.7654 | 0.00009 | ok | |
| gpt-5.1 v2 | BLEU-4 | 100 | significant negative | -0.312 | 0.097 | 0.0016 | -0.00203 | ok |
| chrF++ | 100 | significant negative | -0.333 | 0.111 | 0.0007 | -0.00132 | ok | |
| METEOR | 100 | significant negative | -0.406 | 0.165 | 2.74e-05 | -0.00191 | ok | |
| ROUGE-L | 100 | significant negative | -0.364 | 0.132 | 0.0002 | -0.00153 | ok | |
| BERTScore | 100 | significant negative | -0.575 | 0.331 | 3.87e-10 | -0.00045 | ok | |
| COMET | 100 | significant negative | -0.414 | 0.171 | 1.86e-05 | -0.00080 | ok | |
| BLEURT | 100 | significant negative | -0.733 | 0.537 | 4.42e-18 | -0.00259 | ok | |
| Trigram precision | 100 | significant negative | -0.286 | 0.082 | 0.0039 | -0.00216 | ok | |
| Trigram recall | 100 | significant negative | -0.285 | 0.081 | 0.0041 | -0.00212 | ok | |
| Trigram F1 | 100 | significant negative | -0.285 | 0.081 | 0.0040 | -0.00213 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.291 | 0.084 | 0.0034 | -0.00209 | ok | |
| gpt-5.1 v3 | BLEU-4 | 100 | significant negative | -0.340 | 0.116 | 0.0005 | -0.00200 | ok |
| chrF++ | 100 | significant negative | -0.377 | 0.142 | 0.0001 | -0.00135 | ok | |
| METEOR | 100 | significant negative | -0.468 | 0.219 | 9.25e-07 | -0.00211 | ok | |
| ROUGE-L | 100 | significant negative | -0.479 | 0.230 | 4.59e-07 | -0.00192 | ok | |
| BERTScore | 100 | significant negative | -0.595 | 0.354 | 6.91e-11 | -0.00043 | ok | |
| COMET | 100 | significant negative | -0.411 | 0.169 | 2.18e-05 | -0.00078 | ok | |
| BLEURT | 100 | significant negative | -0.717 | 0.513 | 5.17e-17 | -0.00238 | ok | |
| Trigram precision | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00274 | ok | |
| Trigram recall | 100 | significant negative | -0.363 | 0.132 | 0.0002 | -0.00270 | ok | |
| Trigram F1 | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00271 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00272 | ok | |
| gpt-5.2 v1 | BLEU-4 | 100 | negative | -0.089 | 0.008 | 0.3805 | -0.00040 | ok |
| chrF++ | 100 | negative | -0.108 | 0.012 | 0.2829 | -0.00035 | ok | |
| METEOR | 100 | negative | -0.182 | 0.033 | 0.0703 | -0.00086 | ok | |
| ROUGE-L | 100 | negative | -0.101 | 0.010 | 0.3190 | -0.00042 | ok | |
| BERTScore | 100 | significant negative | -0.287 | 0.082 | 0.0038 | -0.00020 | ok | |
| COMET | 100 | negative | -0.007 | 4.74e-05 | 0.9458 | -0.00001 | ok | |
| BLEURT | 100 | significant negative | -0.640 | 0.410 | 7.30e-13 | -0.00197 | ok | |
| Trigram precision | 100 | positive | 0.022 | 4.82e-04 | 0.8284 | 0.00010 | ok | |
| Trigram recall | 100 | negative | -0.038 | 0.001 | 0.7076 | -0.00018 | ok | |
| Trigram F1 | 100 | negative | -0.003 | 1.06e-05 | 0.9744 | -0.00002 | ok | |
| Trigram Jaccard | 100 | negative | -0.022 | 4.64e-04 | 0.8316 | -0.00006 | ok | |
| gpt-5.2 v2 | BLEU-4 | 100 | significant negative | -0.404 | 0.163 | 3.04e-05 | -0.00276 | ok |
| chrF++ | 100 | significant negative | -0.471 | 0.222 | 7.51e-07 | -0.00201 | ok | |
| METEOR | 100 | significant negative | -0.480 | 0.231 | 4.29e-07 | -0.00224 | ok | |
| ROUGE-L | 100 | significant negative | -0.444 | 0.197 | 3.75e-06 | -0.00175 | ok | |
| BERTScore | 100 | significant negative | -0.609 | 0.371 | 1.81e-11 | -0.00049 | ok | |
| COMET | 100 | significant negative | -0.491 | 0.241 | 2.11e-07 | -0.00103 | ok | |
| BLEURT | 100 | significant negative | -0.739 | 0.545 | 1.81e-18 | -0.00292 | ok | |
| Trigram precision | 100 | significant negative | -0.314 | 0.099 | 0.0015 | -0.00236 | ok | |
| Trigram recall | 100 | significant negative | -0.335 | 0.112 | 0.0007 | -0.00250 | ok | |
| Trigram F1 | 100 | significant negative | -0.325 | 0.106 | 0.0010 | -0.00243 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.332 | 0.110 | 0.0008 | -0.00240 | ok | |
| gpt-5.2 v3 | BLEU-4 | 100 | significant negative | -0.312 | 0.097 | 0.0016 | -0.00205 | ok |
| chrF++ | 100 | significant negative | -0.335 | 0.112 | 0.0007 | -0.00137 | ok | |
| METEOR | 100 | significant negative | -0.368 | 0.136 | 0.0002 | -0.00163 | ok | |
| ROUGE-L | 100 | significant negative | -0.347 | 0.120 | 0.0004 | -0.00145 | ok | |
| BERTScore | 100 | significant negative | -0.587 | 0.345 | 1.34e-10 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.406 | 0.165 | 2.75e-05 | -0.00075 | ok | |
| BLEURT | 100 | significant negative | -0.706 | 0.499 | 2.20e-16 | -0.00248 | ok | |
| Trigram precision | 100 | significant negative | -0.277 | 0.077 | 0.0053 | -0.00215 | ok | |
| Trigram recall | 100 | significant negative | -0.282 | 0.079 | 0.0045 | -0.00211 | ok | |
| Trigram F1 | 100 | significant negative | -0.279 | 0.078 | 0.0050 | -0.00212 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.289 | 0.083 | 0.0036 | -0.00228 | ok | |
| gpt-5.3-chat-latest v1 | BLEU-4 | 100 | positive | 0.021 | 4.22e-04 | 0.8393 | 0.00010 | ok |
| chrF++ | 100 | positive | 0.035 | 0.001 | 0.7278 | 0.00012 | ok | |
| METEOR | 100 | negative | -0.031 | 9.47e-04 | 0.7612 | -0.00015 | ok | |
| ROUGE-L | 100 | negative | -0.068 | 0.005 | 0.5028 | -0.00029 | ok | |
| BERTScore | 100 | significant negative | -0.342 | 0.117 | 0.0005 | -0.00026 | ok | |
| COMET | 100 | negative | -0.194 | 0.038 | 0.0534 | -0.00038 | ok | |
| BLEURT | 100 | significant negative | -0.693 | 0.481 | 1.29e-15 | -0.00212 | ok | |
| Trigram precision | 100 | positive | 0.016 | 2.62e-04 | 0.8729 | 0.00008 | ok | |
| Trigram recall | 100 | positive | 0.013 | 1.70e-04 | 0.8975 | 0.00006 | ok | |
| Trigram F1 | 100 | positive | 0.015 | 2.30e-04 | 0.8809 | 0.00007 | ok | |
| Trigram Jaccard | 100 | negative | -0.005 | 2.11e-05 | 0.9638 | -0.00001 | ok | |
| gpt-5.3-chat-latest v2 | BLEU-4 | 100 | significant negative | -0.395 | 0.156 | 4.87e-05 | -0.00249 | ok |
| chrF++ | 100 | significant negative | -0.434 | 0.189 | 6.35e-06 | -0.00172 | ok | |
| METEOR | 100 | significant negative | -0.458 | 0.210 | 1.69e-06 | -0.00207 | ok | |
| ROUGE-L | 100 | significant negative | -0.406 | 0.165 | 2.71e-05 | -0.00166 | ok | |
| BERTScore | 100 | significant negative | -0.579 | 0.335 | 2.86e-10 | -0.00047 | ok | |
| COMET | 100 | significant negative | -0.474 | 0.224 | 6.43e-07 | -0.00091 | ok | |
| BLEURT | 100 | significant negative | -0.742 | 0.551 | 1.02e-18 | -0.00274 | ok | |
| Trigram precision | 100 | significant negative | -0.319 | 0.102 | 0.0012 | -0.00224 | ok | |
| Trigram recall | 100 | significant negative | -0.349 | 0.122 | 0.0004 | -0.00242 | ok | |
| Trigram F1 | 100 | significant negative | -0.335 | 0.112 | 0.0006 | -0.00233 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.339 | 0.115 | 0.0006 | -0.00223 | ok | |
| gpt-5.3-chat-latest v3 | BLEU-4 | 100 | significant negative | -0.381 | 0.145 | 9.16e-05 | -0.00225 | ok |
| chrF++ | 100 | significant negative | -0.400 | 0.160 | 3.69e-05 | -0.00153 | ok | |
| METEOR | 100 | significant negative | -0.406 | 0.165 | 2.83e-05 | -0.00174 | ok | |
| ROUGE-L | 100 | significant negative | -0.426 | 0.181 | 1.01e-05 | -0.00166 | ok | |
| BERTScore | 100 | significant negative | -0.558 | 0.311 | 1.62e-09 | -0.00041 | ok | |
| COMET | 100 | significant negative | -0.423 | 0.179 | 1.14e-05 | -0.00078 | ok | |
| BLEURT | 100 | significant negative | -0.723 | 0.523 | 1.98e-17 | -0.00247 | ok | |
| Trigram precision | 100 | significant negative | -0.320 | 0.102 | 0.0012 | -0.00232 | ok | |
| Trigram recall | 100 | significant negative | -0.337 | 0.114 | 0.0006 | -0.00242 | ok | |
| Trigram F1 | 100 | significant negative | -0.328 | 0.108 | 0.0009 | -0.00235 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.328 | 0.107 | 0.0009 | -0.00244 | ok | |
| gpt-5.4 v1 | BLEU-4 | 100 | positive | 0.089 | 0.008 | 0.3777 | 0.00039 | ok |
| chrF++ | 100 | positive | 0.044 | 0.002 | 0.6652 | 0.00013 | ok | |
| METEOR | 100 | negative | -0.074 | 0.005 | 0.4649 | -0.00034 | ok | |
| ROUGE-L | 100 | negative | -0.099 | 0.010 | 0.3285 | -0.00039 | ok | |
| BERTScore | 100 | significant negative | -0.309 | 0.095 | 0.0018 | -0.00020 | ok | |
| COMET | 100 | negative | -0.044 | 0.002 | 0.6639 | -0.00009 | ok | |
| BLEURT | 100 | significant negative | -0.599 | 0.359 | 4.45e-11 | -0.00178 | ok | |
| Trigram precision | 100 | positive | 0.037 | 0.001 | 0.7138 | 0.00016 | ok | |
| Trigram recall | 100 | positive | 0.019 | 3.54e-04 | 0.8526 | 0.00008 | ok | |
| Trigram F1 | 100 | positive | 0.029 | 8.65e-04 | 0.7714 | 0.00013 | ok | |
| Trigram Jaccard | 100 | positive | 0.014 | 2.05e-04 | 0.8877 | 0.00004 | ok | |
| gpt-5.4 v2 | BLEU-4 | 100 | significant negative | -0.397 | 0.158 | 4.29e-05 | -0.00228 | ok |
| chrF++ | 100 | significant negative | -0.424 | 0.179 | 1.13e-05 | -0.00147 | ok | |
| METEOR | 100 | significant negative | -0.476 | 0.227 | 5.43e-07 | -0.00200 | ok | |
| ROUGE-L | 100 | significant negative | -0.491 | 0.241 | 2.09e-07 | -0.00187 | ok | |
| BERTScore | 100 | significant negative | -0.631 | 0.399 | 1.90e-12 | -0.00048 | ok | |
| COMET | 100 | significant negative | -0.459 | 0.211 | 1.56e-06 | -0.00088 | ok | |
| BLEURT | 100 | significant negative | -0.757 | 0.573 | 8.33e-20 | -0.00261 | ok | |
| Trigram precision | 100 | significant negative | -0.384 | 0.147 | 8.03e-05 | -0.00268 | ok | |
| Trigram recall | 100 | significant negative | -0.384 | 0.148 | 7.94e-05 | -0.00263 | ok | |
| Trigram F1 | 100 | significant negative | -0.385 | 0.148 | 7.56e-05 | -0.00265 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.362 | 0.131 | 0.0002 | -0.00245 | ok | |
| gpt-5.4 v3 | BLEU-4 | 100 | significant negative | -0.405 | 0.164 | 2.97e-05 | -0.00264 | ok |
| chrF++ | 100 | significant negative | -0.418 | 0.175 | 1.51e-05 | -0.00159 | ok | |
| METEOR | 100 | significant negative | -0.465 | 0.216 | 1.12e-06 | -0.00190 | ok | |
| ROUGE-L | 100 | significant negative | -0.440 | 0.194 | 4.52e-06 | -0.00172 | ok | |
| BERTScore | 100 | significant negative | -0.632 | 0.399 | 1.79e-12 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.450 | 0.203 | 2.60e-06 | -0.00083 | ok | |
| BLEURT | 100 | significant negative | -0.691 | 0.478 | 1.69e-15 | -0.00251 | ok | |
| Trigram precision | 100 | significant negative | -0.308 | 0.095 | 0.0018 | -0.00243 | ok | |
| Trigram recall | 100 | significant negative | -0.316 | 0.100 | 0.0014 | -0.00242 | ok | |
| Trigram F1 | 100 | significant negative | -0.312 | 0.097 | 0.0016 | -0.00241 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.315 | 0.099 | 0.0014 | -0.00260 | ok | |
| gpt-5.5 v1 | BLEU-4 | 100 | negative | -0.002 | 4.52e-06 | 0.9833 | -9.57e-06 | ok |
| chrF++ | 100 | negative | -0.011 | 1.32e-04 | 0.9097 | -0.00004 | ok | |
| METEOR | 100 | negative | -0.023 | 5.20e-04 | 0.8217 | -0.00011 | ok | |
| ROUGE-L | 100 | negative | -0.042 | 0.002 | 0.6788 | -0.00017 | ok | |
| BERTScore | 100 | significant negative | -0.268 | 0.072 | 0.0070 | -0.00021 | ok | |
| COMET | 100 | negative | -0.125 | 0.016 | 0.2154 | -0.00024 | ok | |
| BLEURT | 100 | significant negative | -0.570 | 0.325 | 5.81e-10 | -0.00179 | ok | |
| Trigram precision | 100 | positive | 0.058 | 0.003 | 0.5653 | 0.00028 | ok | |
| Trigram recall | 100 | positive | 0.042 | 0.002 | 0.6757 | 0.00020 | ok | |
| Trigram F1 | 100 | positive | 0.052 | 0.003 | 0.6074 | 0.00025 | ok | |
| Trigram Jaccard | 100 | positive | 0.024 | 5.73e-04 | 0.8131 | 0.00008 | ok | |
| gpt-5.5 v2 | BLEU-4 | 100 | significant negative | -0.441 | 0.195 | 4.29e-06 | -0.00295 | ok |
| chrF++ | 100 | significant negative | -0.459 | 0.210 | 1.60e-06 | -0.00194 | ok | |
| METEOR | 100 | significant negative | -0.458 | 0.210 | 1.66e-06 | -0.00200 | ok | |
| ROUGE-L | 100 | significant negative | -0.456 | 0.208 | 1.87e-06 | -0.00176 | ok | |
| BERTScore | 100 | significant negative | -0.633 | 0.401 | 1.61e-12 | -0.00048 | ok | |
| COMET | 100 | significant negative | -0.473 | 0.224 | 6.70e-07 | -0.00093 | ok | |
| BLEURT | 100 | significant negative | -0.718 | 0.515 | 4.25e-17 | -0.00262 | ok | |
| Trigram precision | 100 | significant negative | -0.300 | 0.090 | 0.0025 | -0.00219 | ok | |
| Trigram recall | 100 | significant negative | -0.328 | 0.108 | 0.0008 | -0.00239 | ok | |
| Trigram F1 | 100 | significant negative | -0.315 | 0.099 | 0.0014 | -0.00229 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.323 | 0.104 | 0.0011 | -0.00228 | ok | |
| gpt-5.5 v3 | BLEU-4 | 100 | significant negative | -0.303 | 0.092 | 0.0022 | -0.00228 | ok |
| chrF++ | 100 | significant negative | -0.386 | 0.149 | 7.30e-05 | -0.00164 | ok | |
| METEOR | 100 | significant negative | -0.360 | 0.130 | 0.0002 | -0.00161 | ok | |
| ROUGE-L | 100 | significant negative | -0.359 | 0.129 | 0.0002 | -0.00151 | ok | |
| BERTScore | 100 | significant negative | -0.589 | 0.347 | 1.18e-10 | -0.00039 | ok | |
| COMET | 100 | significant negative | -0.474 | 0.225 | 6.31e-07 | -0.00084 | ok | |
| BLEURT | 100 | significant negative | -0.682 | 0.466 | 5.35e-15 | -0.00259 | ok | |
| Trigram precision | 100 | significant negative | -0.229 | 0.053 | 0.0217 | -0.00201 | ok | |
| Trigram recall | 100 | significant negative | -0.240 | 0.058 | 0.0160 | -0.00207 | ok | |
| Trigram F1 | 100 | significant negative | -0.235 | 0.055 | 0.0185 | -0.00204 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.257 | 0.066 | 0.0098 | -0.00241 | ok | |
| gpt-5.5_v4_mini v1 | BLEU-4 | 100 | significant negative | -0.392 | 0.153 | 5.57e-05 | -0.00262 | ok |
| chrF++ | 100 | significant negative | -0.417 | 0.174 | 1.55e-05 | -0.00180 | ok | |
| METEOR | 100 | significant negative | -0.505 | 0.255 | 8.40e-08 | -0.00266 | ok | |
| ROUGE-L | 100 | significant negative | -0.497 | 0.247 | 1.40e-07 | -0.00233 | ok | |
| BERTScore | 100 | significant negative | -0.589 | 0.347 | 1.14e-10 | -0.00051 | ok | |
| COMET | 100 | significant negative | -0.415 | 0.172 | 1.80e-05 | -0.00092 | ok | |
| BLEURT | 100 | significant negative | -0.723 | 0.523 | 1.90e-17 | -0.00274 | ok | |
| Trigram precision | 100 | significant negative | -0.373 | 0.139 | 0.0001 | -0.00296 | ok | |
| Trigram recall | 100 | significant negative | -0.377 | 0.142 | 0.0001 | -0.00298 | ok | |
| Trigram F1 | 100 | significant negative | -0.375 | 0.141 | 0.0001 | -0.00296 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.367 | 0.135 | 0.0002 | -0.00279 | ok | |
| gpt-5.5_v4_mini_high v1 | BLEU-4 | 100 | significant negative | -0.372 | 0.139 | 0.0001 | -0.00255 | ok |
| chrF++ | 100 | significant negative | -0.406 | 0.165 | 2.76e-05 | -0.00163 | ok | |
| METEOR | 100 | significant negative | -0.483 | 0.233 | 3.59e-07 | -0.00237 | ok | |
| ROUGE-L | 100 | significant negative | -0.514 | 0.264 | 4.53e-08 | -0.00226 | ok | |
| BERTScore | 100 | significant negative | -0.574 | 0.330 | 4.20e-10 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.420 | 0.177 | 1.34e-05 | -0.00082 | ok | |
| BLEURT | 100 | significant negative | -0.692 | 0.479 | 1.52e-15 | -0.00247 | ok | |
| Trigram precision | 100 | significant negative | -0.419 | 0.175 | 1.44e-05 | -0.00344 | ok | |
| Trigram recall | 100 | significant negative | -0.430 | 0.185 | 8.08e-06 | -0.00343 | ok | |
| Trigram F1 | 100 | significant negative | -0.425 | 0.180 | 1.06e-05 | -0.00343 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.414 | 0.172 | 1.83e-05 | -0.00340 | ok | |
| gpt-5.5_v4_mini_medium v1 | BLEU-4 | 100 | significant negative | -0.366 | 0.134 | 0.0002 | -0.00224 | ok |
| chrF++ | 100 | significant negative | -0.400 | 0.160 | 3.68e-05 | -0.00154 | ok | |
| METEOR | 100 | significant negative | -0.515 | 0.265 | 4.30e-08 | -0.00232 | ok | |
| ROUGE-L | 100 | significant negative | -0.506 | 0.256 | 7.86e-08 | -0.00211 | ok | |
| BERTScore | 100 | significant negative | -0.576 | 0.332 | 3.57e-10 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.437 | 0.191 | 5.58e-06 | -0.00084 | ok | |
| BLEURT | 100 | significant negative | -0.711 | 0.505 | 1.22e-16 | -0.00242 | ok | |
| Trigram precision | 100 | significant negative | -0.389 | 0.151 | 6.39e-05 | -0.00281 | ok | |
| Trigram recall | 100 | significant negative | -0.399 | 0.159 | 3.97e-05 | -0.00273 | ok | |
| Trigram F1 | 100 | significant negative | -0.395 | 0.156 | 4.80e-05 | -0.00276 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.391 | 0.153 | 5.65e-05 | -0.00256 | ok | |
| gpt-5.5_v4_reasoning v1 | BLEU-4 | 100 | significant negative | -0.407 | 0.166 | 2.61e-05 | -0.00297 | ok |
| chrF++ | 100 | significant negative | -0.410 | 0.168 | 2.32e-05 | -0.00207 | ok | |
| METEOR | 100 | significant negative | -0.399 | 0.159 | 3.97e-05 | -0.00195 | ok | |
| ROUGE-L | 100 | significant negative | -0.388 | 0.151 | 6.57e-05 | -0.00185 | ok | |
| BERTScore | 100 | significant negative | -0.478 | 0.228 | 4.95e-07 | -0.00047 | ok | |
| COMET | 100 | significant negative | -0.397 | 0.158 | 4.35e-05 | -0.00102 | ok | |
| BLEURT | 100 | significant negative | -0.677 | 0.458 | 1.05e-14 | -0.00275 | ok | |
| Trigram precision | 100 | significant negative | -0.338 | 0.114 | 0.0006 | -0.00263 | ok | |
| Trigram recall | 100 | significant negative | -0.344 | 0.118 | 0.0005 | -0.00258 | ok | |
| Trigram F1 | 100 | significant negative | -0.341 | 0.117 | 0.0005 | -0.00259 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.346 | 0.120 | 0.0004 | -0.00281 | ok | |
| gpt-5.5_v4_reasoning_high v1 | BLEU-4 | 100 | significant negative | -0.420 | 0.176 | 1.36e-05 | -0.00291 | ok |
| chrF++ | 100 | significant negative | -0.444 | 0.197 | 3.75e-06 | -0.00184 | ok | |
| METEOR | 100 | significant negative | -0.467 | 0.218 | 9.76e-07 | -0.00197 | ok | |
| ROUGE-L | 100 | significant negative | -0.478 | 0.228 | 5.05e-07 | -0.00191 | ok | |
| BERTScore | 100 | significant negative | -0.614 | 0.378 | 1.05e-11 | -0.00041 | ok | |
| COMET | 100 | significant negative | -0.465 | 0.216 | 1.11e-06 | -0.00087 | ok | |
| BLEURT | 100 | significant negative | -0.710 | 0.504 | 1.35e-16 | -0.00257 | ok | |
| Trigram precision | 100 | significant negative | -0.345 | 0.119 | 0.0004 | -0.00282 | ok | |
| Trigram recall | 100 | significant negative | -0.357 | 0.127 | 0.0003 | -0.00288 | ok | |
| Trigram F1 | 100 | significant negative | -0.352 | 0.124 | 0.0003 | -0.00285 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.364 | 0.132 | 0.0002 | -0.00320 | ok | |
| gpt-5.5_v4_reasoning_medium v1 | BLEU-4 | 100 | significant negative | -0.483 | 0.233 | 3.64e-07 | -0.00339 | ok |
| chrF++ | 100 | significant negative | -0.502 | 0.252 | 1.05e-07 | -0.00215 | ok | |
| METEOR | 100 | significant negative | -0.530 | 0.281 | 1.45e-08 | -0.00227 | ok | |
| ROUGE-L | 100 | significant negative | -0.535 | 0.287 | 9.48e-09 | -0.00211 | ok | |
| BERTScore | 100 | significant negative | -0.674 | 0.455 | 1.46e-14 | -0.00047 | ok | |
| COMET | 100 | significant negative | -0.477 | 0.228 | 5.22e-07 | -0.00095 | ok | |
| BLEURT | 100 | significant negative | -0.761 | 0.579 | 4.15e-20 | -0.00290 | ok | |
| Trigram precision | 100 | significant negative | -0.424 | 0.180 | 1.10e-05 | -0.00332 | ok | |
| Trigram recall | 100 | significant negative | -0.425 | 0.181 | 1.03e-05 | -0.00327 | ok | |
| Trigram F1 | 100 | significant negative | -0.425 | 0.181 | 1.02e-05 | -0.00329 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.406 | 0.165 | 2.78e-05 | -0.00354 | ok | |
| gpt-5.6-sol v1 | BLEU-4 | 100 | negative | -0.085 | 0.007 | 0.4009 | -0.00039 | ok |
| chrF++ | 100 | positive | 0.015 | 2.23e-04 | 0.8828 | 0.00006 | ok | |
| METEOR | 100 | negative | -0.110 | 0.012 | 0.2738 | -0.00062 | ok | |
| ROUGE-L | 100 | negative | -0.082 | 0.007 | 0.4156 | -0.00040 | ok | |
| BERTScore | 100 | significant negative | -0.213 | 0.045 | 0.0337 | -0.00020 | ok | |
| COMET | 100 | negative | -0.054 | 0.003 | 0.5970 | -0.00014 | ok | |
| BLEURT | 100 | significant negative | -0.422 | 0.178 | 1.20e-05 | -0.00158 | ok | |
| Trigram precision | 100 | negative | -0.069 | 0.005 | 0.4943 | -0.00034 | ok | |
| Trigram recall | 100 | negative | -0.081 | 0.007 | 0.4243 | -0.00041 | ok | |
| Trigram F1 | 100 | negative | -0.074 | 0.005 | 0.4648 | -0.00037 | ok | |
| Trigram Jaccard | 100 | negative | -0.101 | 0.010 | 0.3170 | -0.00034 | ok | |
| gpt-5.6-sol v2 | BLEU-4 | 100 | significant negative | -0.410 | 0.168 | 2.22e-05 | -0.00273 | ok |
| chrF++ | 100 | significant negative | -0.442 | 0.196 | 4.04e-06 | -0.00185 | ok | |
| METEOR | 100 | significant negative | -0.462 | 0.214 | 1.29e-06 | -0.00200 | ok | |
| ROUGE-L | 100 | significant negative | -0.411 | 0.169 | 2.19e-05 | -0.00169 | ok | |
| BERTScore | 100 | significant negative | -0.630 | 0.397 | 2.21e-12 | -0.00048 | ok | |
| COMET | 100 | significant negative | -0.514 | 0.264 | 4.52e-08 | -0.00098 | ok | |
| BLEURT | 100 | significant negative | -0.735 | 0.540 | 3.42e-18 | -0.00269 | ok | |
| Trigram precision | 100 | significant negative | -0.316 | 0.100 | 0.0013 | -0.00233 | ok | |
| Trigram recall | 100 | significant negative | -0.335 | 0.112 | 0.0007 | -0.00243 | ok | |
| Trigram F1 | 100 | significant negative | -0.326 | 0.106 | 0.0009 | -0.00238 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.330 | 0.109 | 0.0008 | -0.00241 | ok | |
| gpt-5.6-sol v3 | BLEU-4 | 100 | significant negative | -0.453 | 0.205 | 2.28e-06 | -0.00307 | ok |
| chrF++ | 100 | significant negative | -0.487 | 0.237 | 2.87e-07 | -0.00195 | ok | |
| METEOR | 100 | significant negative | -0.498 | 0.248 | 1.34e-07 | -0.00206 | ok | |
| ROUGE-L | 100 | significant negative | -0.470 | 0.220 | 8.32e-07 | -0.00184 | ok | |
| BERTScore | 100 | significant negative | -0.631 | 0.398 | 1.94e-12 | -0.00042 | ok | |
| COMET | 100 | significant negative | -0.478 | 0.228 | 5.07e-07 | -0.00084 | ok | |
| BLEURT | 100 | significant negative | -0.741 | 0.549 | 1.20e-18 | -0.00250 | ok | |
| Trigram precision | 100 | significant negative | -0.351 | 0.123 | 0.0003 | -0.00285 | ok | |
| Trigram recall | 100 | significant negative | -0.367 | 0.135 | 0.0002 | -0.00293 | ok | |
| Trigram F1 | 100 | significant negative | -0.360 | 0.129 | 0.0002 | -0.00289 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.375 | 0.141 | 0.0001 | -0.00320 | ok | |
| legacy_scholarly v3 | BLEU-4 | 100 | significant negative | -0.370 | 0.137 | 0.0001 | -0.00271 | ok |
| chrF++ | 100 | significant negative | -0.394 | 0.155 | 4.99e-05 | -0.00175 | ok | |
| METEOR | 100 | significant negative | -0.402 | 0.161 | 3.44e-05 | -0.00186 | ok | |
| ROUGE-L | 100 | significant negative | -0.421 | 0.177 | 1.28e-05 | -0.00176 | ok | |
| BERTScore | 100 | significant negative | -0.576 | 0.332 | 3.53e-10 | -0.00041 | ok | |
| COMET | 100 | significant negative | -0.382 | 0.146 | 8.90e-05 | -0.00073 | ok | |
| BLEURT | 100 | significant negative | -0.704 | 0.495 | 3.16e-16 | -0.00266 | ok | |
| Trigram precision | 100 | significant negative | -0.285 | 0.081 | 0.0041 | -0.00221 | ok | |
| Trigram recall | 100 | significant negative | -0.290 | 0.084 | 0.0034 | -0.00224 | ok | |
| Trigram F1 | 100 | significant negative | -0.288 | 0.083 | 0.0036 | -0.00222 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.282 | 0.079 | 0.0045 | -0.00222 | ok | |
| paper_guidance_ablation_gpt56 v1 | BLEU-4 | 100 | significant negative | -0.391 | 0.153 | 5.76e-05 | -0.00261 | ok |
| chrF++ | 100 | significant negative | -0.426 | 0.182 | 9.70e-06 | -0.00179 | ok | |
| METEOR | 100 | significant negative | -0.447 | 0.200 | 3.05e-06 | -0.00201 | ok | |
| ROUGE-L | 100 | significant negative | -0.393 | 0.154 | 5.23e-05 | -0.00166 | ok | |
| BERTScore | 100 | significant negative | -0.584 | 0.341 | 1.82e-10 | -0.00044 | ok | |
| COMET | 100 | significant negative | -0.465 | 0.216 | 1.08e-06 | -0.00090 | ok | |
| BLEURT | 100 | significant negative | -0.700 | 0.490 | 5.14e-16 | -0.00250 | ok | |
| Trigram precision | 100 | significant negative | -0.295 | 0.087 | 0.0029 | -0.00223 | ok | |
| Trigram recall | 100 | significant negative | -0.322 | 0.103 | 0.0011 | -0.00237 | ok | |
| Trigram F1 | 100 | significant negative | -0.309 | 0.095 | 0.0018 | -0.00229 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.321 | 0.103 | 0.0011 | -0.00234 | ok | |
| paper_guidance_ablation_gpt56 v2 | BLEU-4 | 100 | significant negative | -0.457 | 0.209 | 1.71e-06 | -0.00297 | ok |
| chrF++ | 100 | significant negative | -0.474 | 0.225 | 6.27e-07 | -0.00196 | ok | |
| METEOR | 100 | significant negative | -0.468 | 0.219 | 9.36e-07 | -0.00219 | ok | |
| ROUGE-L | 100 | significant negative | -0.441 | 0.194 | 4.43e-06 | -0.00189 | ok | |
| BERTScore | 100 | significant negative | -0.586 | 0.344 | 1.47e-10 | -0.00041 | ok | |
| COMET | 100 | significant negative | -0.413 | 0.170 | 1.99e-05 | -0.00074 | ok | |
| BLEURT | 100 | significant negative | -0.724 | 0.524 | 1.83e-17 | -0.00249 | ok | |
| Trigram precision | 100 | significant negative | -0.358 | 0.128 | 0.0003 | -0.00264 | ok | |
| Trigram recall | 100 | significant negative | -0.388 | 0.151 | 6.57e-05 | -0.00284 | ok | |
| Trigram F1 | 100 | significant negative | -0.374 | 0.140 | 0.0001 | -0.00274 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.372 | 0.138 | 0.0001 | -0.00271 | ok | |
| paper_guidance_ablation_gpt56 v3 | BLEU-4 | 100 | significant negative | -0.444 | 0.197 | 3.63e-06 | -0.00291 | ok |
| chrF++ | 100 | significant negative | -0.477 | 0.227 | 5.26e-07 | -0.00193 | ok | |
| METEOR | 100 | significant negative | -0.491 | 0.241 | 2.18e-07 | -0.00203 | ok | |
| ROUGE-L | 100 | significant negative | -0.459 | 0.211 | 1.57e-06 | -0.00184 | ok | |
| BERTScore | 100 | significant negative | -0.633 | 0.400 | 1.65e-12 | -0.00042 | ok | |
| COMET | 100 | significant negative | -0.458 | 0.209 | 1.70e-06 | -0.00080 | ok | |
| BLEURT | 100 | significant negative | -0.706 | 0.498 | 2.40e-16 | -0.00235 | ok | |
| Trigram precision | 100 | significant negative | -0.354 | 0.126 | 0.0003 | -0.00284 | ok | |
| Trigram recall | 100 | significant negative | -0.384 | 0.148 | 7.99e-05 | -0.00300 | ok | |
| Trigram F1 | 100 | significant negative | -0.370 | 0.137 | 0.0002 | -0.00291 | ok | |
| Trigram Jaccard | 100 | significant negative | -0.379 | 0.144 | 9.97e-05 | -0.00324 | ok |