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Benchmarks
Text-to-DRS parsing on PMB IT 4.0.0 (test)
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93.1
F1 Score
M5: monolithic model
74.692
79.471
84.25
89.029
May 31, 2023
F1 Score
Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Error Rate
M5: monolithic model
Architecture=Monolithic
2023.05
93.1
20
M4: M3 + F-FT
Augmented=F-FT
2023.05
92.8
20
M3: M2 + S-PT
Augmented=S-PT
2023.05
90.9
70
M1: FT mBART
Fine-tuned=Yes
2023.05
90.7
90
M2: M1 + B-PT
Augmented=B-PT
2023.05
90.7
100
UD-Boxer
2023.05
79.1
0
Neural Boxer
2023.05
75.4
0
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