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Papers Benchmarks Datasets Tasks

RAMS dataset and benchmarks · SOTA2 Research

Research Datasets

RAMS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Event Argument Extraction

RAMS RAMS2RAMS

45.77Overall F1

26

Document-level Event Argument Extraction

RAMS (dev)

50.53Span F1

18

Event Argument Extraction

RAMS

53.4Arg-C

14

Event Extraction

RAMS (test)

27.04Micro-F1

13

Document-level Event Argument Extraction

RAMS (test)

52.51Span F1

13

Evidence-certified ranking

RAMS (test)

62NDCG@10

11

Event Argument Extraction

RAMS (test)

52.32Span F1

10

Event Extraction

RAMS

87Hit@10

6

Event extraction

RAMS (test)

19.61EM

5

Event Argument Extraction

RAMS X-shot (test)

54.7Overall Score

5

Event Detection

RAMS

20.71F1 Score

4

Popular tasks

Event Argument Extraction Event extraction Document-level Event Argument Extraction Event Detection Evidence-certified ranking

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