English-to-X Speech-to-text translation on CoVoST 2 benchmark leaderboard · SOTA2 Research

English-to-X Speech-to-text translation on CoVoST 2

78.85COMET Score (Tr)SPRI 2 stage

Updated 1mo ago

Evaluation Results

Method	Links
SPRI 2 stage2026.06		78.85	13.83	79.8	11.52	86.28	30.8	74.25	19.13	73.45	14.2	73.08	13.75	71.9	14.14	81.03	29.16	84.57	43.04	75.57	7.94	77.98	28.52	75.05	24.06	77.81	30.42	80.46	19.03	86.26	34.14	78.42	22.24
SPRI2026.06		78.51	13.58	78.93	11.02	86.24	30.69	72.58	17.66	71.05	12.98	72.26	13.24	70.71	13.62	80.98	29.04	84.56	42.85	73.77	7.11	77.72	28.15	73.36	22.22	77.1	29.3	80.41	18.8	86.12	33.89	77.62	21.61
Dense FT2026.06		77.28	12.46	75.43	8.79	86.01	30.36	68.82	14.69	66.12	10.27	68.94	11.17	65.38	10.67	80.75	28.52	84.4	42.42	67.62	4.37	76.58	26.71	67.82	16.4	75.36	26.26	80.07	18.41	85.92	33.42	75.1	19.66
Drop Upcycling2026.06		75.94	11.56	74.6	8.46	85.34	29.14	67.63	14.26	65.28	9.81	67.35	10.41	64.29	10.17	79.45	27.23	83.84	40.88	67.54	4.52	74.32	25.14	67.47	16.2	74.51	25.61	78.82	17.25	84.87	32.08	74.08	18.85
Noise Upcycling2026.06		75.37	10.98	73.87	8.11	85.12	28.77	66.91	13.63	64.51	9.53	66.76	10.18	63.38	9.92	78.89	26.58	83.58	40.4	66.64	4.22	73.52	24.59	66.82	15.71	73.84	24.73	78.5	16.64	84.55	31.37	73.48	18.36
LoRA2026.06		74.89	11.02	79.2	10.95	84.73	28.93	68.86	14.83	69.31	11.77	71.05	12.53	67.09	10.68	78.25	24.92	82.82	38.76	74.24	7.11	73.38	23.05	70.73	18.42	74.42	25.49	79.06	17.32	82.73	27.97	75.38	18.92
BTX2026.06		74.58	10.88	72.93	7.75	84.8	28.35	66.09	13.6	64.33	9.64	66.56	10.09	63.08	10.28	78.47	26.39	83.17	39.69	66.7	4.31	73.22	24.46	66.78	15.63	73.55	24.7	77.88	16.53	84.13	31.38	73.09	18.24
Naive Upcycling2026.06		73.94	10.36	75.18	8.33	84.41	28.35	65.51	12.43	64.18	8.85	68.01	10.55	62.47	8.56	77.99	24.6	82.44	37.81	68.01	4.48	72.58	22.46	64.93	13.48	72.5	22.8	78.89	17.07	82.53	27.74	72.91	17.19