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Benchmarks
Text-to-DRS parsing on PMB NL 4.0.0 (test)
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92.6
F1 Score
M5: monolithic model
70.76
76.43
82.1
87.77
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
92.6
0.6
M4: M3 + F-FT
Augmented=F-FT
2023.05
92.1
0.2
M3: M2 + S-PT
Augmented=S-PT
2023.05
88.2
1.6
M1: FT mBART
Fine-tuned=Yes
2023.05
86.9
1.2
M2: M1 + B-PT
Augmented=B-PT
2023.05
85.9
2.4
UD-Boxer
2023.05
75.8
0
Neural Boxer
2023.05
71.6
1
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