diff --git "a/table.html" "b/table.html" --- "a/table.html" +++ "b/table.html" @@ -1,856 +1,1454 @@ -
name | -pair | -URL | -params | -bleu | -chrf | -bertscore_f1 | -ter | -meteor | -rouge1 | -rouge2 | -rougeL | -rougeLsum | -CPU | -GPU | +||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
+ | name | +pair | +params | +bleu | +chrf | +comet | +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 | +0 | +Helsinki-NLP/opus-mt-en-ru | +en-ru | +73M | +26,5758 | +52,2142 | +0,8053 | +0,7326 | +65,7088 | +0,4729 | +0,5383 | +0,3044 | +0,5073 | +0,5074 | +653,8341 | +245,9535 | +
1 | +facebook/m2m100_1.2B | +en-ru | +1182M | +28,7878 | +54,0181 | +0,8313 | +0,7490 | +62,2746 | +0,5076 | +0,5721 | +0,3401 | +0,5414 | +0,5418 | +108676,6452 | +905,8232 | +|||||||||||||||
2 | +facebook/m2m100_418M | +en-ru | +461M | +23,1550 | +49,1277 | +0,7732 | +0,7472 | +67,7934 | +0,4536 | +0,5248 | +0,2869 | +0,4956 | +0,4957 | +2348,3471 | +602,9851 | +|||||||||||||||
3 | +facebook/mbart-large-50-many-to-many-mmt | +en-ru | +582M | +24,1197 | +50,0099 | +0,8013 | +0,6847 | +67,7243 | +0,4631 | +0,5315 | +0,2953 | +0,5008 | +0,5010 | +2346,6684 | +508,7056 | +|||||||||||||||
4 | +facebook/nllb-200-1.3B | +en-ru | +1307M | +28,9065 | +54,6578 | +0,8487 | +0,7475 | +61,5319 | +0,4941 | +0,5602 | +0,3274 | +0,5299 | +0,5297 | +26496,4356 | +780,8558 | +|||||||||||||||
5 | +facebook/nllb-200-3.3B | +en-ru | +3189M | +30,9842 | +56,1716 | +0,8598 | +0,8086 | +60,1823 | +0,5114 | +0,5749 | +0,3459 | +0,5442 | +0,5442 | +3939,6862 | +3937,5073 | +|||||||||||||||
6 | +facebook/nllb-200-distilled-1.3B | +en-ru | +1307M | +29,2750 | +54,8781 | +0,8536 | +0,7590 | +61,3347 | +0,4964 | +0,5638 | +0,3311 | +0,5328 | +0,5329 | +34052,1695 | +971,3375 | +|||||||||||||||
7 | +facebook/nllb-200-distilled-600M | +en-ru | +586M | +26,5665 | +52,8003 | +0,8278 | +0,7388 | +64,1902 | +0,4705 | +0,5407 | +0,3050 | +0,5106 | +0,5107 | +1740,8397 | +508,2325 | +|||||||||||||||
8 | +facebook/wmt19-en-ru | +en-ru | +279M | +29,3291 | +54,4558 | +0,8515 | +0,7453 | +62,9481 | +0,4978 | +0,5586 | +0,3301 | +0,5281 | +0,5281 | +865,1266 | +237,6978 | +|||||||||||||||
9 | +jbochi/madlad400-3b-mt | +en-ru | +2804M | +29,3348 | +55,2875 | +0,8461 | +0,6291 | +62,2131 | +0,5115 | +0,5718 | +0,3391 | +0,5400 | +0,5398 | +2728,3318 | +2734,1594 | +|||||||||||||||
10 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +en-ru | +284M | +30,0931 | +55,1514 | +0,8301 | +0,7228 | +61,5959 | +0,5177 | +0,5781 | +0,3502 | +0,5459 | +0,5459 | +1132,0424 | +560,6653 | +|||||||||||||||
11 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +en-ru | +811M | +30,8382 | +55,9604 | +0,8406 | +0,7280 | +61,3296 | +0,5275 | +0,5847 | +0,3566 | +0,5532 | +0,5532 | +57585,4015 | +1182,6772 | +|||||||||||||||
12 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +en-ru | +811M | +30,8653 | +56,1050 | +0,8496 | +0,7065 | +60,2540 | +0,5282 | +0,5896 | +0,3632 | +0,5589 | +0,5587 | +58802,4914 | +1203,9330 | +|||||||||||||||
13 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +en-ru | +105M | +26,9122 | +53,0544 | +0,8091 | +0,6719 | +64,2286 | +0,4921 | +0,5565 | +0,3241 | +0,5250 | +0,5251 | +715,8758 | +451,0231 | +|||||||||||||||
14 | +Helsinki-NLP/opus-mt-en-zh | +en-zh | +74M | +44,4627 | +23,8930 | +0,7583 | +0,7845 | +141,4046 | +0,4824 | +0,7000 | +0,5431 | +0,6138 | +0,6137 | +348,1495 | +147,2225 | +|||||||||||||||
15 | +facebook/m2m100_1.2B | +en-zh | +1182M | +50,8473 | +26,6707 | +0,7929 | +0,8127 | +111,6661 | +0,5424 | +0,7501 | +0,5871 | +0,6508 | +0,6507 | +74833,3249 | +647,8161 | +|||||||||||||||
16 | +facebook/m2m100_418M | +en-zh | +461M | +47,6354 | +23,9746 | +0,7494 | +0,7704 | +114,3696 | +0,5037 | +0,7284 | +0,5500 | +0,6269 | +0,6268 | +1620,8617 | +407,6824 | +|||||||||||||||
17 | +facebook/mbart-large-50-many-to-many-mmt | +en-zh | +582M | +49,9594 | +25,5360 | +0,8064 | +0,8239 | +149,4857 | +0,5305 | +0,7393 | +0,5745 | +0,6464 | +0,6463 | +1741,2307 | +400,8841 | +|||||||||||||||
18 | +facebook/nllb-200-1.3B | +en-zh | +1307M | +35,3403 | +19,7658 | +0,7325 | +0,7802 | +121,6573 | +0,4149 | +0,6378 | +0,4959 | +0,5636 | +0,5632 | +18703,3390 | +491,8730 | +|||||||||||||||
19 | +facebook/nllb-200-3.3B | +en-zh | +3189M | +34,6439 | +20,4883 | +0,7374 | +0,7845 | +124,9191 | +0,4220 | +0,6362 | +0,5035 | +0,5622 | +0,5621 | +3389,4906 | +3392,5640 | +|||||||||||||||
20 | +facebook/nllb-200-distilled-1.3B | +en-zh | +1307M | +31,4931 | +19,1129 | +0,7227 | +0,7635 | +117,8078 | +0,3994 | +0,6165 | +0,4860 | +0,5491 | +0,5494 | +24051,7528 | +621,4354 | +|||||||||||||||
21 | +facebook/nllb-200-distilled-600M | +en-zh | +586M | +33,5787 | +18,7849 | +0,7211 | +0,7964 | +109,2565 | +0,4102 | +0,6375 | +0,4938 | +0,5626 | +0,5626 | +1397,6912 | +410,0387 | +|||||||||||||||
22 | +jbochi/madlad400-3b-mt | +en-zh | +2804M | +53,3447 | +28,5265 | +0,8067 | +0,8229 | +144,7252 | +0,5604 | +0,7589 | +0,6010 | +0,6605 | +0,6605 | +4117,8760 | +4196,5310 | +|||||||||||||||
23 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +en-zh | +284M | +53,9925 | +29,2251 | +0,8047 | +0,8030 | +108,8451 | +0,5717 | +0,7652 | +0,6098 | +0,6655 | +0,6652 | +841,0854 | +440,4408 | +|||||||||||||||
24 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +en-zh | +811M | +55,0388 | +29,8404 | +0,8156 | +0,7788 | +108,2868 | +0,5835 | +0,7699 | +0,6176 | +0,6724 | +0,6722 | +50585,2365 | +958,7528 | +|||||||||||||||
25 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +en-zh | +811M | +55,1231 | +30,4454 | +0,8234 | +0,8030 | +107,1995 | +0,5862 | +0,7716 | +0,6245 | +0,6770 | +0,6768 | +35172,6808 | +616,1632 | +|||||||||||||||
26 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +en-zh | +105M | +51,7038 | +27,2120 | +0,7908 | +0,7839 | +106,9938 | +0,5516 | +0,7558 | +0,5942 | +0,6574 | +0,6572 | +378,2866 | +276,6628 | +|||||||||||||||
27 | +Helsinki-NLP/opus-mt-ru-en | +ru-en | +73M | +24,7467 | +54,3379 | +0,8185 | +0,9177 | +65,7705 | +0,5708 | +0,5973 | +0,3252 | +0,5460 | +0,5460 | +442,1522 | +232,3627 | +|||||||||||||||
28 | +facebook/m2m100_1.2B | +ru-en | +1182M | +19,6816 | +50,8080 | +0,7912 | +0,8779 | +74,0971 | +0,5033 | +0,5396 | +0,2603 | +0,4868 | +0,4870 | +105844,2432 | +913,3148 | +|||||||||||||||
29 | +facebook/m2m100_418M | +ru-en | +461M | +14,2032 | +43,9393 | +0,7198 | +0,8633 | +82,1358 | +0,4335 | +0,4790 | +0,2040 | +0,4293 | +0,4292 | +2104,6395 | +534,0774 | +|||||||||||||||
30 | +facebook/mbart-large-50-many-to-many-mmt | +ru-en | +582M | +25,1851 | +54,3250 | +0,8186 | +0,8827 | +65,1877 | +0,5550 | +0,5869 | +0,3168 | +0,5390 | +0,5387 | +2489,9218 | +551,4342 | +|||||||||||||||
31 | +facebook/nllb-200-1.3B | +ru-en | +1307M | +26,1844 | +55,3300 | +0,8157 | +0,8716 | +65,0068 | +0,5622 | +0,5940 | +0,3262 | +0,5424 | +0,5423 | +22898,1935 | +531,8479 | +|||||||||||||||
32 | +facebook/nllb-200-3.3B | +ru-en | +3189M | +26,7002 | +55,8034 | +0,8196 | +0,8959 | +65,3566 | +0,5648 | +0,5942 | +0,3271 | +0,5418 | +0,5419 | +3831,6473 | +3764,1398 | +|||||||||||||||
33 | +facebook/nllb-200-distilled-1.3B | +ru-en | +1307M | +27,2341 | +56,2986 | +0,8262 | +0,8753 | +63,9315 | +0,5735 | +0,6028 | +0,3368 | +0,5508 | +0,5508 | +30533,7305 | +674,1828 | +|||||||||||||||
34 | +facebook/nllb-200-distilled-600M | +ru-en | +586M | +23,1722 | +52,6289 | +0,7955 | +0,8684 | +69,9267 | +0,5281 | +0,5650 | +0,2926 | +0,5132 | +0,5131 | +1468,6939 | +408,8962 | +|||||||||||||||
35 | +jbochi/madlad400-3b-mt | +ru-en | +2804M | +29,7041 | +57,8346 | +0,8418 | +0,9280 | +59,2115 | +0,5952 | +0,6219 | +0,3633 | +0,5761 | +0,5759 | +4130,1202 | +4179,4352 | +|||||||||||||||
36 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +ru-en | +284M | +28,1550 | +56,5487 | +0,8268 | +0,8652 | +62,6254 | +0,5943 | +0,6170 | +0,3538 | +0,5661 | +0,5662 | +1108,2944 | +512,5486 | +|||||||||||||||
37 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +ru-en | +811M | +28,8016 | +57,3489 | +0,8321 | +0,8894 | +62,3971 | +0,6045 | +0,6247 | +0,3646 | +0,5738 | +0,5741 | +59833,9576 | +1094,7685 | +|||||||||||||||
38 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +ru-en | +811M | +29,7208 | +57,3323 | +0,8324 | +0,9080 | +60,3582 | +0,6000 | +0,6248 | +0,3640 | +0,5748 | +0,5748 | +56225,9991 | +1049,3953 | +|||||||||||||||
39 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +ru-en | +105M | +26,4739 | +55,0709 | +0,8172 | +0,8921 | +64,0029 | +0,5770 | +0,6047 | +0,3345 | +0,5521 | +0,5525 | +483,7894 | +344,2730 | +|||||||||||||||
40 | +facebook/m2m100_1.2B | +ru-zh | +1182M | +43,2424 | +19,9481 | +0,7552 | +0,7668 | +114,9573 | +0,4569 | +0,7034 | +0,5008 | +0,5973 | +0,5974 | +87109,2398 | +686,3784 | +|||||||||||||||
41 | +facebook/m2m100_418M | +ru-zh | +461M | +39,7194 | +17,3358 | +0,6975 | +0,7505 | +118,1310 | +0,4172 | +0,6798 | +0,4583 | +0,5754 | +0,5753 | +1543,9333 | +395,9958 | +|||||||||||||||
42 | +facebook/mbart-large-50-many-to-many-mmt | +ru-zh | +582M | +6,6593 | +4,3597 | +0,5767 | +0,5673 | +1119,1301 | +0,0858 | +0,3228 | +0,1074 | +0,3011 | +0,3009 | +2451,8201 | +540,2066 | +|||||||||||||||
43 | +facebook/nllb-200-1.3B | +ru-zh | +1307M | +36,2259 | +16,9040 | +0,7177 | +0,7127 | +125,4187 | +0,3813 | +0,6412 | +0,4501 | +0,5531 | +0,5530 | +22213,0033 | +493,8490 | +|||||||||||||||
44 | +facebook/nllb-200-3.3B | +ru-zh | +3189M | +41,9993 | +19,0580 | +0,7408 | +0,7170 | +143,7261 | +0,4239 | +0,6790 | +0,4789 | +0,5762 | +0,5765 | +3376,0328 | +3430,4032 | +|||||||||||||||
45 | +facebook/nllb-200-distilled-1.3B | +ru-zh | +1307M | +33,2938 | +16,9738 | +0,7247 | +0,7341 | +123,9200 | +0,3765 | +0,6266 | +0,4522 | +0,5463 | +0,5462 | +26851,5708 | +538,8307 | +|||||||||||||||
46 | +facebook/nllb-200-distilled-600M | +ru-zh | +586M | +30,7489 | +14,8274 | +0,6846 | +0,7124 | +113,6056 | +0,3463 | +0,6085 | +0,4221 | +0,5292 | +0,5290 | +1616,6162 | +397,6907 | +|||||||||||||||
47 | +jbochi/madlad400-3b-mt | +ru-zh | +2804M | +45,9047 | +23,0254 | +0,7822 | +0,8058 | +124,1257 | +0,4611 | +0,7023 | +0,5095 | +0,6091 | +0,6091 | +4122,3244 | +4051,5394 | +|||||||||||||||
48 | +joefox/mbart-large-ru-zh-ru-many-to-many-mmt | +ru-zh | +382M | +46,2066 | +22,6733 | +0,7899 | +0,8627 | +108,9920 | +0,4824 | +0,7155 | +0,5244 | +0,6156 | +0,6156 | +1254,4608 | +339,3766 | +|||||||||||||||
49 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +ru-zh | +284M | +46,7431 | +23,1231 | +0,7973 | +0,7641 | +109,3153 | +0,4865 | +0,7183 | +0,5280 | +0,6181 | +0,6180 | +783,7860 | +398,2172 | +|||||||||||||||
50 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +ru-zh | +811M | +48,0594 | +23,9215 | +0,8059 | +0,7450 | +110,6670 | +0,4998 | +0,7226 | +0,5354 | +0,6227 | +0,6227 | +55394,1457 | +1012,7596 | +|||||||||||||||
51 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +ru-zh | +811M | +48,7552 | +24,7634 | +0,8125 | +0,7626 | +108,8745 | +0,5073 | +0,7283 | +0,5462 | +0,6299 | +0,6297 | +43848,2310 | +762,3870 | +|||||||||||||||
52 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +ru-zh | +105M | +45,2422 | +21,6906 | +0,7804 | +0,7730 | +106,8762 | +0,4744 | +0,7125 | +0,5166 | +0,6114 | +0,6114 | +526,2773 | +290,3103 | +|||||||||||||||
53 | +Helsinki-NLP/opus-mt-zh-en | +zh-en | +74M | +18,1182 | +50,0371 | +0,8134 | +0,8870 | +76,8639 | +0,5129 | +0,5419 | +0,2644 | +0,4690 | +0,4692 | +496,1516 | +246,8309 | +|||||||||||||||
54 | +facebook/m2m100_1.2B | +zh-en | +1182M | +13,8558 | +43,1583 | +0,7635 | +0,8891 | +81,4007 | +0,4268 | +0,4766 | +0,1996 | +0,4059 | +0,4057 | +107268,6188 | +895,5113 | +|||||||||||||||
55 | +facebook/m2m100_418M | +zh-en | +461M | +14,2678 | +46,0129 | +0,7803 | +0,8828 | +80,5562 | +0,4604 | +0,5016 | +0,2140 | +0,4248 | +0,4248 | +2156,7406 | +526,1607 | +|||||||||||||||
56 | +facebook/mbart-large-50-many-to-many-mmt | +zh-en | +582M | +20,6795 | +50,4439 | +0,8249 | +0,8974 | +72,3842 | +0,5253 | +0,5622 | +0,2818 | +0,4866 | +0,4867 | +2626,4727 | +569,0805 | +|||||||||||||||
57 | +facebook/nllb-200-1.3B | +zh-en | +1307M | +16,7372 | +44,5981 | +0,7750 | +0,7823 | +78,3175 | +0,4460 | +0,4942 | +0,2279 | +0,4238 | +0,4237 | +26551,6138 | +648,0100 | +|||||||||||||||
58 | +facebook/nllb-200-3.3B | +zh-en | +3189M | +17,8879 | +44,6545 | +0,7854 | +0,7514 | +78,4055 | +0,4332 | +0,4756 | +0,2242 | +0,4071 | +0,4069 | +4506,4039 | +4507,8091 | +|||||||||||||||
59 | +facebook/nllb-200-distilled-1.3B | +zh-en | +1307M | +14,6981 | +42,1516 | +0,7632 | +0,7878 | +80,0851 | +0,4163 | +0,4715 | +0,2055 | +0,4023 | +0,4024 | +31184,8232 | +752,6273 | +|||||||||||||||
60 | +facebook/nllb-200-distilled-600M | +zh-en | +586M | +15,9150 | +45,2618 | +0,7748 | +0,8872 | +81,1795 | +0,4536 | +0,5000 | +0,2246 | +0,4249 | +0,4250 | +1421,3271 | +411,8778 | +|||||||||||||||
61 | +jbochi/madlad400-3b-mt | +zh-en | +2804M | +23,0698 | +53,3493 | +0,8405 | +0,8812 | +68,6491 | +0,5512 | +0,5826 | +0,3094 | +0,5127 | +0,5129 | +5039,0253 | +5023,2377 | +|||||||||||||||
62 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +zh-en | +284M | +22,5664 | +52,5969 | +0,8275 | +0,8927 | +70,4667 | +0,5607 | +0,5861 | +0,3072 | +0,5053 | +0,5053 | +1185,4908 | +554,6808 | +|||||||||||||||
63 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +zh-en | +811M | +23,6834 | +53,7118 | +0,8360 | +0,8954 | +69,2796 | +0,5758 | +0,5981 | +0,3204 | +0,5177 | +0,5177 | +60151,6666 | +1199,9566 | +|||||||||||||||
64 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +zh-en | +811M | +24,9675 | +53,7603 | +0,8367 | +0,9082 | +66,7007 | +0,5698 | +0,5996 | +0,3237 | +0,5226 | +0,5222 | +52291,6641 | +1006,5658 | +|||||||||||||||
65 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +zh-en | +105M | +20,7130 | +50,6740 | +0,8174 | +0,9098 | +71,7205 | +0,5352 | +0,5670 | +0,2817 | +0,4867 | +0,4865 | +544,5172 | +396,5744 | +|||||||||||||||
66 | +facebook/m2m100_1.2B | +zh-ru | +1182M | +11,2040 | +37,9546 | +0,7770 | +0,7213 | +86,2963 | +0,3211 | +0,4083 | +0,1663 | +0,3628 | +0,3629 | +118778,6421 | +1001,5108 | +|||||||||||||||
67 | +facebook/m2m100_418M | +zh-ru | +461M | +11,1646 | +39,0877 | +0,7787 | +0,7296 | +87,4846 | +0,3218 | +0,4072 | +0,1617 | +0,3598 | +0,3595 | +2240,5087 | +585,1283 | +|||||||||||||||
68 | +facebook/mbart-large-50-many-to-many-mmt | +zh-ru | +582M | +2,1720 | +6,6294 | +0,4799 | +0,7266 | +107,8262 | +0,0964 | +0,1525 | +0,0265 | +0,1443 | +0,1444 | +2563,5678 | +563,1034 | +|||||||||||||||
69 | +facebook/nllb-200-1.3B | +zh-ru | +1307M | +10,1195 | +35,2411 | +0,7354 | +0,6462 | +93,5976 | +0,2715 | +0,3578 | +0,1320 | +0,3161 | +0,3158 | +26847,4488 | +671,9517 | +|||||||||||||||
70 | +facebook/nllb-200-3.3B | +zh-ru | +3189M | +9,7748 | +32,2177 | +0,7362 | +0,6699 | +89,7229 | +0,2466 | +0,3280 | +0,1226 | +0,2911 | +0,2914 | +4404,0963 | +4247,6623 | +|||||||||||||||
71 | +facebook/nllb-200-distilled-1.3B | +zh-ru | +1307M | +9,7654 | +33,9803 | +0,7357 | +0,0 | +88,6575 | +0,2633 | +0,3557 | +0,1296 | +0,3156 | +0,3157 | +200881,4332 | +6490,4651 | +|||||||||||||||
72 | +facebook/nllb-200-distilled-600M | +zh-ru | +586M | +9,4823 | +35,5420 | +0,7375 | +0,4783 | +90,8343 | +0,2703 | +0,3635 | +0,1286 | +0,3197 | +0,3196 | +15038,9204 | +3835,9680 | +|||||||||||||||
73 | +jbochi/madlad400-3b-mt | +zh-ru | +2804M | +15,0201 | +42,8912 | +0,8398 | +0,8093 | +84,5241 | +0,3710 | +0,4474 | +0,2025 | +0,3995 | +0,3994 | +6123,0299 | +6048,7921 | +|||||||||||||||
74 | +joefox/mbart-large-ru-zh-ru-many-to-many-mmt | +zh-ru | +382M | +14,4694 | +42,0155 | +0,8217 | +0,7961 | +83,3512 | +0,3659 | +0,4472 | +0,1999 | +0,3974 | +0,3976 | +1664,1736 | +478,1370 | +|||||||||||||||
75 | +utrobinmv/t5_translate_en_ru_zh_base_200 | +zh-ru | +284M | +13,7552 | +42,5484 | +0,8294 | +0,7828 | +84,8314 | +0,3470 | +0,4235 | +0,1814 | +0,3741 | +0,3738 | +1412,5297 | +659,3563 | +|||||||||||||||
76 | +utrobinmv/t5_translate_en_ru_zh_large_1024 | +zh-ru | +811M | +14,0418 | +43,3491 | +0,8379 | +0,7968 | +85,3334 | +0,3564 | +0,4280 | +0,1868 | +0,3791 | +0,3788 | +75108,3648 | +1503,6871 | +|||||||||||||||
77 | +utrobinmv/t5_translate_en_ru_zh_large_1024_v2 | +zh-ru | +811M | +15,0694 | +42,9958 | +0,8433 | +0,7087 | +81,3537 | +0,3572 | +0,4374 | +0,1952 | +0,3891 | +0,3890 | +57424,9606 | +1036,4115 | +|||||||||||||||
78 | +utrobinmv/t5_translate_en_ru_zh_small_1024 | +zh-ru | +105M | +12,5515 | +40,9099 | +0,8074 | +0,7945 | +85,8251 | +0,3266 | +0,4078 | +0,1668 | +0,3602 | +0,3604 | +762,4530 | +430,4251 |