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Event Detection on MAVEN (test)

68.8F1 Score

Event type name

Updated 1mo ago

Evaluation Results

Method	Links
Event type name 2022.04		68.8	-	-
APEX Prompt 2022.04		68.8	-	-
Seed Triggers 2022.04		68.7	-	-
SOTA (Wang et al., 2021b) 2022.04		68.5	-	-
Majority Voting of (a)-(e) 2022.04		68.4	-	-
APEX Prompt 2022.04		68.4	-	-
Definition 2022.04		67.1	-	-
Seed Triggers 2022.04		65.1	-	-
Continuous Soft Prompt 2022.04		64.5	-	-
APEX Prompt 2022.04		64.5	-	-
Event type name 2022.04		63.4	-	-
Majority Voting of (a)-(e) 2022.04		63.4	-	-
Seed Triggers 2022.04		62.2	-	-
Event type name 2022.04		58.8	-	-
Majority Voting of (a)-(e) 2022.04		58.6	-	-
SOTA (Chen et al., 2021) 2022.04		57	-	-
Definition 2022.04		56.9	-	-
Definition 2022.04		52.9	-	-
SOTA (Zhang et al., 2021b) 2022.04		40.2	-	-
Continuous Soft Prompt 2022.04		38.6	-	-
MetaEvent 2023.05		36.86	23.52	25.69
ZEOP 2023.05		24.44	12.74	16.42
SCCL 2023.05		24.24	15.46	14.83
ZEOP* 2023.05		23.83	13.66	14.84
SS-VQ-VAE 2023.05		19.34	11.92	18.38
BERT-OCL 2023.05		14.46	19.15	11.6