TACRED
Benchmarks
TaskDatasetSOTA resultTrendResults
TACRED (test)
75.5F1 Score
194
TACRED
86.6Micro F1
97
TACRED v1.0 (test)
91.1F1 Score
37
Re-TACRED
65.15Micro F1
35
TACRED-Revisit
37.26Micro F1
35
TACREV (test)
88.3F1 Score
27
TACRED Original (test)
74.6F1 Score
23
TACRED-Revisit (test)
82.4Micro F1
19
TACRED v1.0 (5% train)
0.69Micro F1
19
TACRED v1.0 (full)
75.1Micro F1
16
TACRED
76.8F1 Score
14
TACRED few-shot zero-shot
40.7F1 Score
13
TACRED v1.0 (10% train)
70.7Micro F1
13
TACRED 1% v1.0 (train)
63.7Micro F1
13
TACRED One-shot
32.45Precision
12
TACRED
0.89AUROC
12
TACRED (test)
96.2AUAC
12
TACRED Relabeled (test)
83.1F1 Score
12
TACRED Relabeled (dev)
0.819F1 Score
12
TACRED Original (dev)
73.1F1 Score
12
TACRED original (test)
75.3Micro F1
11
TACRED K=32 original (low-resource)
37.4Micro F1
11
TACRED K=16 original (low-resource)
36.6Micro F1
11
TACRED K=8 low-resource original
0.357Micro F1
11
revised TACRED (test)
84.1Micro-F1
11