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Benchmarks
End-to-end Translation on CW
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99.9
Accuracy
GraFT
18.052
39.301
60.55
81.799
Dec 18, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
GraFT
Data Quantity=2000, AP...
2025.12
99.9
NL2TL
Data Quantity=2000, AP...
2025.12
98.2
GraFT
Data Quantity=500, AP...
2025.12
97.7
NL2TL
Data Quantity=2000, AP...
2025.12
96.7
NL2TL
Data Quantity=500, AP...
2025.12
93
NL2TL
Data Quantity=500, AP...
2025.12
91.5
NL2Spec
Data Quantity=-, AP Li...
2025.12
78.6
GraFT
Training Data=CW+GLTL
2025.12
70
NL2LTL
Data Quantity=-, AP Li...
2025.12
69.9
Ungrounded Seq2Seq
Data Quantity=2000, AP...
2025.12
68.1
GraFT
Training Data=GLTL+Navi
2025.12
63.2
NL2TL
Training Data=CW+GLTL
2025.12
63
NL2TL
Training Data=GLTL+Navi
2025.12
60.2
Ungrounded Seq2Seq
Data Quantity=500, AP...
2025.12
59.6
GraFT
Training Data=CW+Navi
2025.12
58.8
NL2TL
Training Data=CW+Navi
2025.12
21.2
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