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Benchmarks
Event Detection on FewEvent 10-way (test)
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0.9576
F1 Score
MetaEvent
0.41992
0.55951
0.6991
0.83869
May 27, 2023
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
MetaEvent
Number of shots (K)=10
2023.05
0.9576
MetaEvent
Number of shots (K)=5
2023.05
0.9318
P4E*
Number of shots (K)=10
2023.05
0.927
P4E*
Number of shots (K)=5
2023.05
0.907
P4E
Number of shots (K)=10
2023.05
0.855
P4E
Number of shots (K)=5
2023.05
0.8198
PA-CRF*
Number of shots (K)=10
2023.05
0.7069
Prompt + QA
Number of shots (K)=10
2023.05
0.675
BERT-CRF
Number of shots (K)=10
2023.05
0.6673
Prompt + QA
Number of shots (K)=5
2023.05
0.6523
PA-CRF*
Number of shots (K)=5
2023.05
0.6364
PA-CRF
Number of shots (K)=10
2023.05
0.6164
PA-CRF
Number of shots (K)=5
2023.05
0.5848
BERT-CRF
Number of shots (K)=5
2023.05
0.4406
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