Dependency Parsing on UD 2.2 (test)

93.76bgMRC-based Span-Span Prediction (Non-Projective)

Evaluation results

Method
MRC-based Span-Span Prediction (Non-Projective)2021.05	93.76	94.38	93.72	85.23	91.95	92.62	91.76	94.79	92.97	94.5	88.67	95	92.45	—	—
MRC-based Span-Span Prediction (Non-Projective)2021.05	93.61	94.22	93.48	85.14	91.77	92.5	91.52	94.6	92.82	94.24	88.48	94.73	92.3	—	—
MRC-based Span-Span Prediction (Projective)2021.05	93.61	94.04	93.1	84.97	91.92	92.32	91.69	94.86	92.51	94.07	88.76	94.66	92.21	—	—
MRC-based Span-Span Prediction (Projective)2021.05	93.42	93.85	92.9	84.88	91.74	92.05	91.5	94.62	92.42	93.98	88.52	94.5	92.03	—	—
Biaffine2021.05	93.04	94.15	93.57	84.84	91.93	92.64	91.64	94.07	92.78	94.17	88.66	94.91	92.15	—	—
Hexatagger2023.06	92.87	93.79	92.82	85.18	90.85	93.17	91.5	94.72	91.89	93.95	87.54	94.03	91.86	—	—
Biaffine2021.05	92.72	93.88	92.7	83.65	91.31	91.89	90.87	94.02	92.24	93.5	88.11	94.37	91.61	—	—
MP2O2021.05	91.42	93.75	92.15	82.2	90.91	92.6	89.51	93.79	91.45	91.95	86.5	92.81	90.75	—	—
Single2O2020.10	91.3	93.6	92.09	82	90.75	92.62	89.32	93.66	91.21	91.74	86.4	92.61	91.02	95.31	91.69
MP2O2021.05	91.3	93.6	92.09	82	90.75	92.62	89.32	93.66	91.21	91.74	86.4	92.61	91.02	—	—
Wang and Tu (2020)2023.06	91.3	93.6	92.09	82	90.75	92.62	89.32	93.66	91.21	91.74	86.4	92.61	90.61	—	—
Local2O2020.10	91.13	93.34	92.07	81.67	90.43	92.45	89.26	93.5	90.99	91.66	86.09	92.66	90.86	95.34	91.38
Yang and Tu (2022)2023.06	91.1	94.46	93.37	85.87	91.32	93.84	91.69	94.78	91.65	94.28	87.48	94.45	91.96	—	—
Local1O2020.10	91.03	93.17	91.93	81.66	90.09	92.32	89.26	93.05	90.93	91.62	85.67	92.51	90.7	95.32	91.3
Sun et al., 20202021.05	90.88	93.67	91.52	86.64	90.6	93.01	90.65	94.05	92.81	91.05	86.59	92.35	91.15	—	—
Single1O2020.10	90.87	93.55	92.01	81.95	90.44	92.56	89.35	93.44	90.89	91.78	86.13	92.51	90.88	95.2	91.64
CRF2O2020.05	90.77	91.29	91.54	80.46	87.32	90.86	87.96	91.91	88.62	91.02	86.9	93.33	89.33	—	—
Zhang et al. (2020)2023.06	90.77	91.29	91.54	80.46	87.32	90.86	87.96	91.91	88.62	91.02	86.9	93.33	89.33	—	—
TreeCRF2020.05	90.73	91.25	91.01	80.56	86.92	90.81	88.16	91.64	88.1	90.85	86.5	93.17	89.14	—	—
Local2O2020.10	90.53	92.83	92.12	81.73	89.72	92.07	88.53	92.78	90.19	91.88	85.88	92.67	90.35	94.34	89.57
Wang and Tu (2020)2023.06	90.53	92.83	92.12	81.73	89.72	92.07	88.53	92.78	90.19	91.88	85.88	92.67	90.07	—	—
LOC2020.05	90.45	91.14	90.97	80.02	86.83	90.56	87.76	91.14	87.72	90.74	86.2	93.01	88.88	—	—
LOCMST2020.05	90.44	91.11	91.04	80.21	86.86	90.67	87.99	91.19	88.24	90.35	86.24	93.01	88.95	—	—
GNN2020.10	90.33	92.39	90.95	79.73	88.43	91.56	87.23	92.44	88.57	89.38	85.26	91.2	89.37	94.15	89.5
GNN2021.05	90.33	92.39	90.95	79.73	88.43	91.56	87.23	92.44	88.57	89.38	85.26	91.2	89.37	—	—
Local1O2020.10	90.3	92.56	92.15	81.42	89.43	91.99	88.26	92.49	89.76	91.91	85.27	92.72	90.13	94.23	89.28
Dozat and Manning (2017)2023.06	90.3	94.49	92.65	85.98	91.13	93.78	91.77	94.72	91.04	94.21	87.24	94.53	91.82	—	—
Single2O2020.10	90.24	92.82	92.13	81.99	89.64	92.17	88.69	92.83	89.97	91.9	85.53	92.58	90.3	94.19	89.55
Single1O2020.10	90.05	92.72	92.07	81.73	89.55	92.1	88.27	92.64	89.57	91.81	85.39	92.6	90.13	94.04	89.28
CRF2O2020.05	89.72	91.27	90.94	78.26	82.88	90.79	86.33	91.02	87.92	90.17	85.71	92.49	88.13	—	—
Ji192020.05	88.28	89.9	89.85	77.09	81.16	88.93	83.73	88.91	84.82	86.33	84.44	86.62	85.83	—	—