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Semantic Entity Recognition on XFUND

90.47Accuracy (ZH)

LiLT[InfoXLM] BASE

Updated 4d ago

Evaluation Results

Method	Links
LiLT[InfoXLM] BASE 2022.02		90.47	80.88	83.4	85.77	87.92	87.69	84.93	85.85
LayoutXLM_BASE 2022.02		89.73	79.64	77.98	81.73	82.1	83.22	82.41	82.01
LiLT[InfoXLM]-BASE 2022.02		89.38	79.64	79.11	79.53	83.76	82.31	82.2	82.51
LayoutXLM-BASE 2022.02		89.24	79.21	75.5	79.02	80.82	82.22	79.03	80.56
InfoXLM-BASE 2022.02		88.68	78.65	62.3	70.15	67.51	70.63	70.08	72.07
XLM-R_BASE 2022.02		88.3	77.86	62.23	70.35	68.14	71.46	67.26	71.49
XLM-RoBERTa-BASE 2022.02		87.74	77.61	61.05	67.43	66.87	68.14	68.18	70.47
InfoXLM_BASE 2022.02		87.41	78.55	59.79	70.57	68.26	70.55	67.96	71.06
LiLT [InfoXLM] BASE 2022.02		61.52	51.84	51.01	59.23	53.71	60.13	63.25	60.61
LayoutXLM_BASE 2022.02		60.19	47.15	45.65	57.57	48.46	52.52	53.9	55.61
InfoXLM_BASE 2022.02		44.08	36.03	31.02	40.21	28.8	35.87	45.02	41.19
XLM-R_BASE 2022.02		41.44	30.23	30.55	37.1	27.67	32.86	39.36	38.24