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Code Translation on XLCoST Snippet-level original (test)

86.99C++ -> Java CodeBLEU

CodeGeeX

Updated 4d ago

Evaluation Results

Method	Links
CodeGeeX 2023.03		86.99	74.73	86.63	84.83	70.3	94.04	89.08	74.65	92.94	86.96	69.77	88.44	82.91	81.93	81.3	79.83	67.99	82.59	88.7	93.03	74.55	86.44	69.49	86.69	86.72	86.96	73.25	86.41	69	83.85	86.75	86.24	71.37	85.58	84.17	83.89	91.3	85.58	71.52	87.52	84.91	68.52
CodeT5 2023.03		86.35	76.28	85.85	84.31	69.87	90.45	88.26	74.59	92.56	86.22	69.02	82.78	81.56	78.61	78.89	77.76	67.54	68.67	88.06	91.69	73.85	85.95	68.97	81.09	85.06	85.48	73.15	85.96	68.42	80.49	86.33	85.12	73.22	84.56	83.56	79.3	90.26	81.81	63.81	83.05	79.73	66.32
CodeBERT 2023.03		84.84	74.55	84.99	82.79	68.56	45.46	87.27	58.39	92.26	84.63	67.26	39.94	80.46	58.5	54.72	57.38	65.14	10.7	86.96	90.15	56.92	84.38	67.18	40.43	84.38	84.42	52.57	84.74	66.66	33.29	82.58	81.57	69.29	80.96	79.94	28.45	45.84	39.69	13.55	39.71	29.85	38.88
PLBART 2023.03		83.85	74.89	84.57	83.19	68.62	83.95	87.31	58.3	90.78	85.42	67.44	72.47	80.15	74.15	73.5	73.2	66.12	62.15	84.98	86.27	69.82	85.02	67.3	75.74	84.45	84.9	69.29	85.05	67.09	72.65	83.87	81.66	71.17	78	82.94	57.39	82.53	72.35	49.16	75.78	75.05	60.86