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Machine Translation on WMT En-Ro 2016 (test)

35.4BLEU

EIT deep

Updated 3d ago

Evaluation Results

Method	Links
EIT deep 2022.12		35.4	82.46	-	-	-	-	-
E-EIT 2022.12		35.35	82.55	-	-	-	-	-
EIT base 2022.12		35.1	82.18	-	-	-	-	-
E-EIT base 2022.12		35.01	82.05	-	-	-	-	-
Transformer deep 2022.12		35	82.11	-	-	-	-	-
EIT big 2022.12		34.91	82.15	-	-	-	-	-
UMST 2022.12		34.81	-	-	-	-	-	-
Delight 2022.12		34.7	-	-	-	-	-	-
TIE-KD 2023.05		34.7	55.76	-	-	-	-	-
Transformer-big 2023.05		34.7	57.04	-	-	-	-	-
E-EIT big 2022.12		34.67	81.8	-	-	-	-	-
Collaboration 2022.12		34.64	-	-	-	-	-	-
DMAN 2022.12		34.49	-	-	-	-	-	-
Transformer big 2022.12		34.44	81.63	-	-	-	-	-
FISHformer 2022.12		34.42	-	-	-	-	-	-
MoA 2022.12		34.39	-	-	-	-	-	-
AT 2024.05		34.39	-	58.48	78.9	69.89	86.18	1
Talking-Head 2022.12		34.35	-	-	-	-	-	-
Transformer in Liu et al. (2020) 2022.12		34.3	-	-	-	-	-	-
Refiner 2022.12		34.25	-	-	-	-	-	-
Transformer base 2022.12		34.23	81.39	-	-	-	-	-
Transformer in Kasai et al. (2020) 2022.12		34.16	-	-	-	-	-	-
AT 2024.05		33.92	-	58.45	78.49	69.26	86.22	1
Word-KD 2023.05		33.77	53.15	-	-	-	-	-
Seer Forcing 2023.05		33.77	51.41	-	-	-	-	-
Selective-KD 2023.05		33.74	53.05	-	-	-	-	-
Seq-KD 2023.05		33.69	50.63	-	-	-	-	-
Annealing KD 2023.05		33.67	52.22	-	-	-	-	-
Transformer-base 2023.05		33.59	50.96	-	-	-	-	-
CTC 2024.05		33.28	-	58.28	75.54	65.71	82.94	14.5
DAT 2024.05		33.25	-	57.89	76.59	67.01	84.27	13.7
DAT 2024.05		33.18	-	57.35	76.14	66.72	83.72	13.8
MgMO 2024.05		32.86	-	57.4	75.52	65.36	82.73	14.9
CTC 2024.05		32.73	-	57.77	74.26	63.99	81.16	14.5
CMLM 2024.05		32.71	-	56.76	72.36	63.42	76.67	2.7
CMLM 2024.05		31.97	-	56.78	74.11	63.34	78.72	2.7
MgMO 2024.05		30.97	-	56.65	73.54	63.19	80.04	14.9
NAT 2024.05		30.97	-	56.52	72.6	62.12	77.47	15.8
NAT 2024.05		23.75	-	50.72	65.78	53.91	67.29	15.9