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Document-level Event Extraction on ChFinAnn (test)

74.1EF F1 Score

ReDEE

Updated 4d ago

Evaluation Results

Method
ReDEE 2022.06	74.1	78	70.6	91.1	90.3	90.7	82.5	69.2	75.3	83.7	73.1	78.1	81.7	78.6	80.1	84	79.9	81.9
DE-PPNA 2022.06	73.5	78.2	69.4	89.3	85.6	87.4	69.7	79.9	74.4	81	71.3	75.8	83.8	73.7	78.4	-	-	-
GIT 2021.05	73.4	78.9	68.5	92.3	89.2	90.8	83.9	66.6	74.3	80.7	72.3	76.3	78.6	76.9	77.7	82.3	78.4	80.3
GIT 2021.05	73.4	-	-	-	-	90.8	-	-	74.3	-	-	76.3	-	-	77.7	-	-	80.3
GIT 2022.06	73.4	78.9	68.5	92.3	89.2	90.8	83.9	66.6	74.3	80.7	72.3	76.3	78.6	76.9	77.7	82.3	78.4	80.3
Doc2EDAG 2021.05	71	78.7	64.7	90	86.8	88.4	80.4	61.6	69.8	77.2	70.1	73.5	76.7	73	74.8	80.3	75	77.5
Doc2EDAG 2021.05	71	-	-	-	-	88.4	-	-	69.8	-	-	73.5	-	-	74.8	-	-	77.5
Doc2EDAG 2022.06	71	78.7	64.7	90	86.8	88.4	80.4	61.6	69.8	77.2	70.1	73.5	76.7	73	74.8	80.3	75	77.5
Doc2EDAG 2019.04	70.2	77.1	64.5	91.3	83.6	87.3	80.2	65	71.8	82.1	69	75	80	74.8	77.3	-	-	-
Doc2EDAG 2021.05	70.2	77.1	64.5	91.3	83.6	87.3	80.2	65	71.8	82.1	69	75	80	74.8	77.3	-	-	-
GreedyDec 2019.04	58.9	79.5	46.8	83.3	74.9	78.9	68.7	40.8	51.2	69.7	40.6	51.3	85.7	48.7	62.1	-	-	-
Greedy-Dec 2021.05	58.9	79.5	46.8	83.3	74.9	78.9	68.7	40.8	51.2	69.7	40.6	51.3	85.7	48.7	62.1	-	-	-
Greedy-Dec 2021.05	57.7	78.5	45.6	83.9	75.3	79.4	69	40.7	51.2	64.8	40.6	50	82.1	40.4	54.2	80.4	49.1	61
Greedy-Dec 2021.05	57.7	-	-	-	-	79.4	-	-	51.2	-	-	50	-	-	54.2	-	-	61
Greedy-Dec 2022.06	57.7	78.5	45.6	83.9	75.3	79.4	69	40.7	51.2	64.8	40.6	50	82.1	40.4	54.2	80.4	49.1	61
DCFEE-O 2019.04	51.1	66	41.6	84.5	81.8	83.1	62.7	35.4	45.3	51.4	42.6	46.6	64.3	63.6	63.9	-	-	-
DCFEE-S 2021.05	51.1	66	41.6	84.5	81.8	83.1	62.7	35.4	45.3	51.4	42.6	46.6	64.3	63.6	63.9	-	-	-
DCFEE-S 2021.05	46.7	61.1	37.8	84.5	76	80	60.8	39	47.5	46.9	46.5	46.7	64.2	49.8	56.1	67.7	54.4	60.3
DCFEE-S 2021.05	46.7	-	-	-	-	80	-	-	47.5	-	-	46.7	-	-	56.1	-	-	60.3
DCFEE-S 2022.06	46.7	61.1	37.8	84.5	76	80	60.8	39	47.5	46.9	46.5	46.7	64.2	49.8	56.1	67.7	54.4	60.3
DCFEE-M 2019.04	45.6	51.8	40.7	83.7	78	80.8	49.5	39.9	44.2	42.5	47.5	44.9	59.8	66.4	62.9	-	-	-
DCFEE-M 2021.05	45.6	51.8	40.7	83.7	78	80.8	49.5	39.9	44.2	42.5	47.5	44.9	59.8	66.4	62.9	-	-	-
DCFEE-M 2021.05	42.7	44.6	40.9	75.2	71.5	73.3	51.4	41.4	45.8	42.8	46.7	44.6	55.3	52.4	53.8	58.1	55.2	56.6
DCFEE-M 2021.05	42.7	-	-	-	-	73.3	-	-	45.8	-	-	44.6	-	-	53.8	-	-	56.6
DCFEE-M 2022.06	42.7	44.6	40.9	75.2	71.5	73.3	51.4	41.4	45.8	42.8	46.7	44.6	55.3	52.4	53.8	58.1	55.2	56.6
PTPCG 2022.06	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	88.2	69.1	79.4