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Benchmarks
Zero-shot Relation Extraction on FewRel m=10 (test)
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83.21
Precision
RE-Matching
23.2124
38.7887
54.365
69.9413
Jun 8, 2023
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
RE-Matching
Unseen Labels=m=10
2023.06
83.21
82.64
82.93
PromptMatch
Unseen Labels=m=10
2023.06
83.05
82.55
82.8
REPrompt
Unseen Labels=m=10
2023.06
80.33
79.62
79.96
REPrompt(NoGen)
Unseen Labels=m=10
2023.06
66.47
48.28
55.61
ZS-BERT
Unseen Labels=m=10
2023.06
56.92
57.59
57.25
ESIM
Unseen Labels=m=10
2023.06
42.89
44.17
43.52
R-BERT
Unseen Labels=m=10
2023.06
25.52
33.02
28.2
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