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Dependency Parsing on UD 2.2 (test)

93.76bg

MRC-based Span-Span Prediction (Non-Projective)

Updated 3d ago

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	-	-
Biaffine 2021.05	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	-	-
Hexatagger 2023.06	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	-	-
Biaffine 2021.05	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	-	-
MP2O 2021.05	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	-	-
Single2O 2020.10	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
MP2O 2021.05	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	-	-
Local2O 2020.10	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	-	-
Local1O 2020.10	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., 2020 2021.05	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	-	-
Single1O 2020.10	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
CRF2O 2020.05	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	-	-
TreeCRF 2020.05	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	-	-
Local2O 2020.10	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	-	-
LOC 2020.05	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	-	-
LOCMST 2020.05	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	-	-
GNN 2020.10	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
GNN 2021.05	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	-	-
Local1O 2020.10	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	-	-
Single2O 2020.10	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
Single1O 2020.10	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
CRF2O 2020.05	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	-	-
Ji19 2020.05	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	-	-