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Machine Translation Evaluation on WMT 2019 (test)

0.327de-enDIFFSCORE-FT
-0.007880.079060.1660.25294Jun 22, 2021Apr 15, 2022Feb 7, 2023Dec 1, 2023Sep 24, 2024Jul 18, 2025May 12, 2026

Evaluation results

MethodLinks
DIFFSCORE-FTmode=fine-tuned2026.050.3270.3350.3570.3260.4110.2790.4580.356
BARTScore2026.050.3180.340.3270.3070.4020.2730.4280.342
BERTScore2026.050.3150.3330.2830.3450.4460.2320.4450.343
GPTScore2026.050.3070.2890.3090.2220.360.2740.4230.312
DIFFSCOREmode=zero-shot2026.050.2880.3430.350.3030.3940.2670.4720.345
MoverScore2026.050.250.3210.3010.3450.3780.2230.4030.317
BARTSCORE-PROMPTType=Unsupervised, Fine-tuned tasks=CNN + Paraphrase, Prompting=true2021.060.2380.3740.3180.3760.3860.2190.4470.337
COMETType=Supervised2021.060.2190.3690.3160.3780.4050.2260.4620.339
BARTSCORE-CNN-PARAType=Unsupervised, Fine-tuned tasks=CNN + Paraphrase2021.060.2050.370.3160.3780.3860.2190.4420.331
PRISMType=Unsupervised2021.060.1990.3660.320.3620.3820.220.4340.326
BERTScoreType=Unsupervised2021.060.190.3540.2920.3510.3810.2210.430.317
BARTSCORE-CNNType=Unsupervised, Fine-tuned task=CNN2021.060.190.3650.30.3480.3840.2080.4250.317
G-Eval2026.050.180.120.320.440.240.520.320.306
BLEURTType=Supervised2021.060.1740.3740.3130.3720.3880.220.4360.325
BARTSCOREType=Unsupervised2021.060.1560.3350.2730.3240.3220.1670.3890.281
UniEval2026.050.1560.2130.260.2060.3160.2440.3850.254
QuestEval2026.050.1510.2970.2340.2220.3040.1450.2980.236
METEOR2026.050.1380.2930.2050.2540.3090.1040.3170.231
AlignScore2026.050.1280.1530.1650.2770.2880.2280.1110.193
CHRFType=Unsupervised2021.060.1230.2920.240.3230.3040.1770.3710.261
BLEU2026.050.1120.2440.1850.2370.3110.1280.3170.219
ROUGE-22026.050.1020.1870.0910.20.2150.0480.2950.163
ROUGE-12026.050.1010.2170.1830.2860.2330.0820.3140.202
BLEUType=Unsupervised2021.060.0540.2360.1940.2760.2490.1150.3210.206
ROUGE-L2026.050.0050.2350.1790.2840.2510.0960.3210.196