ACE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ACE04
86.73Entity F1
11
ACE05-E (test)
74.7F1 Score
10
ACE05
75.7Arg-I
10
ACE04 (5-fold)
90.3Ent Score
10
ACE 2004
44.8Rec@MA
10
ACE wl domain 2005 (test)
65.63Precision
10
ACE 2005
77.13Event Trigger F1
9
ACE05-E+ (test)
76.9F1 Score
9
ACE 2005 (351/80/80)
68.9Precision
8
ACE 05
89.7Micro-F1
8
ACE05 (test dev)
59.6Micro-F1 (Session 1)
8
ACE 2005 8:1:1 split (test)
87.05F1 Score
8
ACE 2005 (dev)
68.9F1 Score
8
ACE 2004
89.9F1 Score
8
ACE bc out-of-domain 2005 (test)
74.89Precision
8
ACE 2005 (test)
93.47Accuracy
7
ACE 2004
98.4Accuracy
7
ACE05 (test)
76.3Arg-I
7
ACE05-E
73.3Trigger F1
7
ACE Ent 05
87.02Entity F1
7
ACE
30.43ROUGE-L
6
ACE04 exact match (5-fold cross val)
62.5Micro-F1
6
ACE04 exact match (5-fold cross validation)
89.3Micro F1
6
ACE (downstream)
0EG
6
ACE 8:1:1 2004 (test)
87.26F1 Score
6