Information Extraction on ACE2005

Metric: Argument Cl (higher is better)

LeaderboardDataset

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#	Model↕	Argument Cl▼	Extra Data	Paper	Date↕	Code
1	DeepStruct multi-task	63.9	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
2	DeepStruct multi-task w/ finetune	56.2	No	DeepStruct: Pretraining of Language Models for S...	2022-05-21	Code
3	Text2Event - T5-large	53.8	No	Text2Event: Controllable Sequence-to-Structure G...	2021-06-17	Code
4	Text2Event - T5-base	49.8	No	Text2Event: Controllable Sequence-to-Structure G...	2021-06-17	Code

#1DeepStruct multi-taskSOTA
63.9
Argument Cl· 2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction Code
#2DeepStruct multi-task w/ finetune
56.2
Argument Cl· 2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction Code
#3Text2Event - T5-largeSOTA
53.8
Argument Cl· 2021-06-17
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Code
#4Text2Event - T5-base
49.8
Argument Cl· 2021-06-17
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Code