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ResearchFormerly WizWand

Factual Consistency Evaluation on Q-X

46.8Kendall's tauALIGNSCORE-large
-9.4645.14319.7534.357May 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ALIGNSCORE-largeType=Ours2023.0546.8
ALIGNSCORE-baseType=Ours2023.0542.5
UniEvalType=Misc2023.0540.9
DAEType=NLI2023.0537.5
SummaC-CONVType=NLI2023.0536.8
QAFactEvalType=QA2023.0536.2
SummaC-ZSType=NLI2023.0535.8
NER-OverlapType=Similarity Matching2023.0531.2
FactCCType=Misc2023.0528.8
CTCType=Misc2023.0525.1
ROUGE-1Type=Similarity Matching2023.0514.8
ROUGE-2Type=Similarity Matching2023.0514.5
BARTScoreType=Misc2023.0513.9
ROUGE-LType=Similarity Matching2023.0513.6
BLEURTType=Regression2023.0510.1
QuestEvalType=QA2023.059.7
SimCSEType=Similarity Matching2023.059.1
BLEUType=Similarity Matching2023.059
BLANCType=Misc2023.051.3
MNLIType=NLI2023.050.5
FEQAType=QA2023.05-5.3
BERTScoreType=Similarity Matching2023.05-7.3