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ResearchFormerly WizWand

Factual Consistency Evaluation on XSF

38.6Kendall's TauDAE
-0.49.72519.8529.975May 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DAEType=NLI2023.0538.6
ALIGNSCORE-baseType=Ours2023.0530.1
QuestEvalType=QA2023.0528.7
BLEURTType=Regression2023.0525.3
ROUGE-1Type=Similarity Matching2023.0523.4
QAFactEvalType=QA2023.0523.2
ALIGNSCORE-largeType=Ours2023.0522.7
CTCType=Misc2023.0520.2
BARTScoreType=Misc2023.0520.2
SimCSEType=Similarity Matching2023.0519.9
ROUGE-LType=Similarity Matching2023.0519.6
NER-OverlapType=Similarity Matching2023.0519.6
ROUGE-2Type=Similarity Matching2023.0518.4
UniEvalType=Misc2023.0517
SummaC-CONVType=NLI2023.0515
BLEUType=Similarity Matching2023.0514.6
BERTScoreType=Similarity Matching2023.059.2
FactCCType=Misc2023.055.6
BLANCType=Misc2023.055.6
MNLIType=NLI2023.054.7
SummaC-ZSType=NLI2023.053.9
FEQAType=QA2023.051.1