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ResearchFormerly WizWand

Event Detection on FewEvent 10-way (test)

0.9576F1 ScoreMetaEvent
0.419920.559510.69910.83869May 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MetaEventNumber of shots (K)=102023.050.9576
MetaEventNumber of shots (K)=52023.050.9318
P4E*Number of shots (K)=102023.050.927
P4E*Number of shots (K)=52023.050.907
P4ENumber of shots (K)=102023.050.855
P4ENumber of shots (K)=52023.050.8198
PA-CRF*Number of shots (K)=102023.050.7069
Prompt + QANumber of shots (K)=102023.050.675
BERT-CRFNumber of shots (K)=102023.050.6673
Prompt + QANumber of shots (K)=52023.050.6523
PA-CRF*Number of shots (K)=52023.050.6364
PA-CRFNumber of shots (K)=102023.050.6164
PA-CRFNumber of shots (K)=52023.050.5848
BERT-CRFNumber of shots (K)=52023.050.4406