name pair URL params bleu chrf bertscore_f1 ter meteor rouge1 rouge2 rougeL rougeLsum CPU GPU
Helsinki-NLP/opus-mt-en-ru en-ru open 73M 25,0095 51,4155 0,8476 66,4672 0,4722 0,2224 0,0879 0,2197 0,2198 429,3787 178,6283
facebook/m2m100_418M en-ru open 461M 22,0757 48,4266 0,8408 68,4320 0,4529 0,2489 0,1016 0,2456 0,2456 2601,0673 461,8845
facebook/mbart-large-50-many-to-many-mmt en-ru open 582M 22,8219 49,3038 0,8423 68,4744 0,4624 0,2428 0,1049 0,2390 0,2392 2686,7609 505,1522
facebook/nllb-200-distilled-1.3B en-ru open 1307M 26,3921 53,4754 0,8590 62,6019 0,4957 0,2563 0,1118 0,2537 0,2537 29748,2773 742,6220
facebook/nllb-200-distilled-600M en-ru open 586M 25,2193 52,0565 0,8541 64,9225 0,4699 0,2612 0,1113 0,2585 0,2586 2138,9623 523,5301
facebook/wmt19-en-ru en-ru open 279M 27,4767 53,6640 0,8569 63,9424 0,4961 0,2514 0,1076 0,2489 0,2488 924,8711 206,3258
utrobinmv/t5_translate_en_ru_zh_base_200 en-ru open 284M 28,5759 54,2799 0,8554 62,4948 0,5174 0,1908 0,0655 0,1895 0,1893 1171,5537 502,5175
utrobinmv/t5_translate_en_ru_zh_large_1024 en-ru open 811M 28,0225 54,5335 0,8586 62,6889 0,5272 0,1932 0,0676 0,1913 0,1913 56570,4151 988,1287
utrobinmv/t5_translate_en_ru_zh_small_1024 en-ru open 105M 19,2178 46,3500 0,8257 71,6757 0,4241 0,1970 0,0678 0,1950 0,1950 736,5292 319,2867
Helsinki-NLP/opus-mt-en-zh en-zh open 74M 1,4242 23,8306 0,7899 159,1038 0,0478 0,2227 0,0962 0,2198 0,2200 338,5790 134,3619
facebook/m2m100_418M en-zh open 461M 1,8729 23,8577 0,7829 121,8503 0,0799 0,2400 0,1111 0,2355 0,2354 1956,3508 408,8626
facebook/mbart-large-50-many-to-many-mmt en-zh open 582M 1,7330 25,4084 0,8042 159,9984 0,0760 0,2178 0,1005 0,2162 0,2158 2539,4210 475,5201
facebook/nllb-200-distilled-1.3B en-zh open 1307M 1,2399 19,4471 0,7733 128,1332 0,0165 0,1706 0,0631 0,1690 0,1690 23758,4120 551,0516
facebook/nllb-200-distilled-600M en-zh open 586M 1,2022 18,8796 0,7673 113,6864 0,0162 0,1781 0,0648 0,1764 0,1763 1665,9829 403,9806
utrobinmv/t5_translate_en_ru_zh_base_200 en-zh open 284M 2,1928 29,1543 0,8131 113,8981 0,0830 0,2508 0,1173 0,2471 0,2474 1109,7135 365,6705
utrobinmv/t5_translate_en_ru_zh_large_1024 en-zh open 811M 1,6960 29,6255 0,8265 115,7029 0,0869 0,2523 0,1197 0,2480 0,2480 46785,9260 774,6595
utrobinmv/t5_translate_en_ru_zh_small_1024 en-zh open 105M 1,6180 22,6094 0,7773 116,6643 0,0726 0,2433 0,0964 0,2387 0,2390 404,2018 237,6188
Helsinki-NLP/opus-mt-ru-en ru-en open 73M 23,9833 53,8174 0,9374 66,4136 0,5700 0,5747 0,3152 0,5222 0,5220 590,5894 184,9895
facebook/m2m100_418M ru-en open 461M 13,7000 43,5764 0,8976 82,6220 0,4345 0,4739 0,2104 0,4201 0,4198 2503,8058 524,1630
facebook/mbart-large-50-many-to-many-mmt ru-en open 582M 24,3928 53,7343 0,9361 65,8848 0,5555 0,5669 0,3122 0,5177 0,5177 3452,1722 511,7801
facebook/nllb-200-distilled-1.3B ru-en open 1307M 25,1481 55,0731 0,9389 65,8016 0,5737 0,5878 0,3408 0,5367 0,5367 34099,3069 693,8489
facebook/nllb-200-distilled-600M ru-en open 586M 22,4326 52,0603 0,9285 70,5321 0,5291 0,5482 0,2938 0,4964 0,4961 1987,7717 474,5719
utrobinmv/t5_translate_en_ru_zh_base_200 ru-en open 284M 27,3035 55,9527 0,9407 63,3606 0,5918 0,5949 0,3409 0,5417 0,5418 1288,3096 516,6495
utrobinmv/t5_translate_en_ru_zh_large_1024 ru-en open 811M 27,1314 56,2669 0,9429 63,9991 0,6043 0,6031 0,3538 0,5513 0,5513 63181,3672 1070,1940
utrobinmv/t5_translate_en_ru_zh_small_1024 ru-en open 105M 19,9053 49,8936 0,9219 71,3320 0,5206 0,5303 0,2615 0,4731 0,4732 816,4949 366,7248
facebook/m2m100_418M ru-zh open 461M 0,9265 17,3133 0,7453 123,8558 0,0638 0,1948 0,0741 0,1915 0,1915 2608,6762 474,9864
facebook/mbart-large-50-many-to-many-mmt ru-zh open 582M 0,3101 4,3907 0,5623 1407,8223 0,0506 0,0635 0,0202 0,0612 0,0613 2858,9354 515,5096
facebook/nllb-200-distilled-1.3B ru-zh open 1307M 0,9701 17,0343 0,7562 136,8758 0,0126 0,1795 0,0671 0,1770 0,1770 32840,6053 650,9642
facebook/nllb-200-distilled-600M ru-zh open 586M 0,8562 14,8349 0,7371 118,6932 0,0113 0,1631 0,0551 0,1604 0,1606 1477,4689 372,8740
joefox/mbart-large-ru-zh-ru-many-to-many-mmt ru-zh open 382M 1,2970 22,5037 0,7852 113,3990 0,0726 0,2229 0,0928 0,2188 0,2192 1413,1433 329,3788
utrobinmv/t5_translate_en_ru_zh_base_200 ru-zh open 284M 1,5048 22,9738 0,7856 113,6822 0,0723 0,2256 0,0955 0,2217 0,2215 984,3104 395,4513
utrobinmv/t5_translate_en_ru_zh_large_1024 ru-zh open 811M 1,2027 23,4712 0,7933 117,2472 0,0740 0,2267 0,0994 0,2233 0,2233 54047,8655 855,6965
utrobinmv/t5_translate_en_ru_zh_small_1024 ru-zh open 105M 1,1654 17,3986 0,7525 112,1590 0,0634 0,2011 0,0730 0,1984 0,1986 503,1929 266,5707
Helsinki-NLP/opus-mt-zh-en zh-en open 74M 17,8786 49,8389 0,9247 76,6661 0,5134 0,5292 0,2652 0,4525 0,4525 493,6717 194,4169
facebook/m2m100_418M zh-en open 461M 13,8451 45,7770 0,9141 80,4613 0,4578 0,4933 0,2226 0,4117 0,4115 2261,8730 467,0410
facebook/mbart-large-50-many-to-many-mmt zh-en open 582M 20,0748 50,3136 0,9276 72,2366 0,5233 0,5399 0,2757 0,4615 0,4614 2748,5020 471,4562
facebook/nllb-200-distilled-1.3B zh-en open 1307M 13,3269 41,2097 0,8985 81,6055 0,4142 0,4491 0,2098 0,3790 0,3790 28471,2663 606,2567
facebook/nllb-200-distilled-600M zh-en open 586M 15,2232 44,9461 0,9112 81,2294 0,4532 0,4814 0,2248 0,4037 0,4037 1965,1474 420,0157
utrobinmv/t5_translate_en_ru_zh_base_200 zh-en open 284M 22,1332 52,4549 0,9315 70,2528 0,5579 0,5621 0,2959 0,4793 0,4795 1224,1559 505,7730
utrobinmv/t5_translate_en_ru_zh_large_1024 zh-en open 811M 22,5254 53,2576 0,9361 69,8088 0,5741 0,5742 0,3118 0,4922 0,4922 57748,4735 978,7451
utrobinmv/t5_translate_en_ru_zh_small_1024 zh-en open 105M 14,9457 45,8742 0,9132 78,4006 0,4781 0,4916 0,2148 0,4074 0,4074 554,3235 334,6551
facebook/m2m100_418M zh-ru open 461M 10,4357 38,6650 0,7828 87,6799 0,3206 0,2036 0,0708 0,1999 0,1997 2494,7562 516,2932
facebook/mbart-large-50-many-to-many-mmt zh-ru open 582M 2,1387 6,6085 0,7093 108,0543 0,0948 0,0609 0,0158 0,0590 0,0595 2569,8568 463,5049
facebook/nllb-200-distilled-1.3B zh-ru open 1307M 8,9797 32,8740 0,7646 89,8886 0,2619 0,1919 0,0615 0,1877 0,1877 43398,0084 1090,9077
facebook/nllb-200-distilled-600M zh-ru open 586M 8,6919 34,9578 0,7656 91,4727 0,2692 0,1957 0,0666 0,1926 0,1927 3392,8836 751,6092
joefox/mbart-large-ru-zh-ru-many-to-many-mmt zh-ru open 382M 13,7238 41,5467 0,7985 83,3914 0,3652 0,2274 0,0811 0,2226 0,2228 1722,9847 390,9610
utrobinmv/t5_translate_en_ru_zh_base_200 zh-ru open 284M 13,0804 42,0661 0,8023 84,9454 0,3460 0,2217 0,0747 0,2169 0,2168 1297,4867 524,5561
utrobinmv/t5_translate_en_ru_zh_large_1024 zh-ru open 811M 13,2207 42,4253 0,8077 97,7217 0,3575 0,2260 0,0843 0,2215 0,2215 62159,5527 1053,2818
utrobinmv/t5_translate_en_ru_zh_small_1024 zh-ru open 105M 8,2438 35,7662 0,7711 90,7159 0,2737 0,2043 0,0667 0,1998 0,1999 835,4988 372,2559