name	pair	params	bleu	chrf	comet	bertscore_f1	ter	meteor	rouge1	rouge2	rougeL	rougeLsum	CPU	GPU
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