ACE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ACE 2004 (test)
91.9Micro F1
20
ACE04 (test)
90.4F1 Score
19
ACE 2005 (standard)
76.8Precision
17
ACE 2004
80.1Precision
16
ACE 2005 (test)
78.6F1 Score
15
ACE 2005
90.2Entity F1
15
ACE
55Taxonomy Precision
14
ace
59.7Pass Rate
14
ACE05 (351/80/80)
87.03Precision
14
ACE (test)
41.39Practical EM
14
ACE05 splits of Lu and Roth (test)
88.26F1 Score
14
ACE 2005
69.8Trigger Cls F1
14
ACE04
86.89F1 Score
14
ACE out-of-domain cts 2005 (test)
74.53Precision
14
ACE-40k (test)
95.05Accuracy
13
ACE05 2-shot (test)
46F1 Score
13
ACE Rel 05
70.1F1 Score
13
ACE out-of-domain 2004 (test)
91.2Micro F1 (InKB)
13
ACE 2004
92F1@MA
13
ACE (test)
64.4Accuracy
13
ACE 2004
90.3Entity F1
12
ACE E 05
56.8F1 Score
11
ACE E 05
75.8F1 Score
11
ACE 2005 (test)
70.3F1 Score
11
ACE EN 05
56.8F1 Score
11