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Benchmarks
Event Detection on MAVEN 45-way (test)
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94.86
F1 Score
MetaEvent
40.4784
54.5967
68.715
82.8333
May 27, 2023
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
MetaEvent
Number of shots (K)=10
2023.05
94.86
MetaEvent
Number of shots (K)=5
2023.05
93.06
P4E*
Number of shots (K)=10
2023.05
72.6
P4E
Number of shots (K)=10
2023.05
69.51
PA-CRF*
Number of shots (K)=10
2023.05
65.62
Prompt + QA
Number of shots (K)=10
2023.05
65.43
BERT-CRF
Number of shots (K)=10
2023.05
64.68
P4E*
Number of shots (K)=5
2023.05
63.9
P4E
Number of shots (K)=5
2023.05
60.64
PA-CRF*
Number of shots (K)=5
2023.05
53.16
PA-CRF
Number of shots (K)=10
2023.05
49.18
BERT-CRF
Number of shots (K)=5
2023.05
48.14
Prompt + QA
Number of shots (K)=5
2023.05
47.86
PA-CRF
Number of shots (K)=5
2023.05
42.57
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