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ResearchFormerly WizWand

End-to-end Translation on CW

99.9AccuracyGraFT
18.05239.30160.5581.799Dec 18, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GraFTData Quantity=2000, AP Lifting Model=BERT, Translation Model=T52025.1299.9
NL2TLData Quantity=2000, AP Lifting Model=GPT-4o-mini, Translation Model=T52025.1298.2
GraFTData Quantity=500, AP Lifting Model=BERT, Translation Model=T52025.1297.7
NL2TLData Quantity=2000, AP Lifting Model=GPT-4, Translation Model=T52025.1296.7
NL2TLData Quantity=500, AP Lifting Model=GPT-4o-mini, Translation Model=T52025.1293
NL2TLData Quantity=500, AP Lifting Model=GPT-4, Translation Model=T52025.1291.5
NL2SpecData Quantity=-, AP Lifting Model=None, Translation Model=GPT-4o-mini2025.1278.6
GraFTTraining Data=CW+GLTL2025.1270
NL2LTLData Quantity=-, AP Lifting Model=None, Translation Model=GPT-4o-mini2025.1269.9
Ungrounded Seq2SeqData Quantity=2000, AP Lifting Model=-, Translation Model=T52025.1268.1
GraFTTraining Data=GLTL+Navi2025.1263.2
NL2TLTraining Data=CW+GLTL2025.1263
NL2TLTraining Data=GLTL+Navi2025.1260.2
Ungrounded Seq2SeqData Quantity=500, AP Lifting Model=-, Translation Model=T52025.1259.6
GraFTTraining Data=CW+Navi2025.1258.8
NL2TLTraining Data=CW+Navi2025.1221.2