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ResearchFormerly WizWand

Factual Consistency Evaluation on SE

37.4Kendall's TauALIGNSCORE-large
-6.9044.59816.127.602May 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ALIGNSCORE-largeType=Ours2023.0537.4
UniEvalType=Misc2023.0535.3
DAEType=NLI2023.0534.8
ALIGNSCORE-baseType=Ours2023.0534.7
QAFactEvalType=QA2023.0534
CTCType=Misc2023.0533.2
SummaC-CONVType=NLI2023.0533.1
FactCCType=Misc2023.0532.2
BARTScoreType=Misc2023.0531
ROUGE-LType=Similarity Matching2023.0530.6
SummaC-ZSType=NLI2023.0530.4
ROUGE-1Type=Similarity Matching2023.0530.3
ROUGE-2Type=Similarity Matching2023.0530
BLEUType=Similarity Matching2023.0527.5
BERTScoreType=Similarity Matching2023.0524.9
SimCSEType=Similarity Matching2023.0520.9
QuestEvalType=QA2023.0520.8
NER-OverlapType=Similarity Matching2023.0520.6
BLEURTType=Regression2023.0518.6
BLANCType=Misc2023.0514.9
FEQAType=QA2023.050.2
MNLIType=NLI2023.05-5.2