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ResearchFormerly WizWand

Factual Consistency Evaluation on FRANK-XSum (test)

38.3Pearson Correlation CoefficientALIGNSCORE-large
1.58811.11920.6530.181May 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ALIGNSCORE-largeType=Ours2023.0538.3
ALIGNSCORE-baseType=Ours2023.0533.2
DAEType=NLI2023.0532.9
QAFactEvalType=QA2023.0532.1
UniEvalType=Misc2023.0527.2
BARTScoreType=Misc2023.0523.7
CTCType=Misc2023.0520
MNLIType=NLI2023.0519.7
QuestEvalType=QA2023.0519.5
SummaC-CONVType=NLI2023.0517.6
BLEURTType=Regression2023.0515.6
SummaC-ZSType=NLI2023.0514.7
SimCSEType=Similarity Matching2023.0513.5
BERTScoreType=Similarity Matching2023.0513
NER-OverlapType=Similarity Matching2023.0511.4
BLEUType=Similarity Matching2023.058.7
FactCCType=Misc2023.058.3
ROUGE-LType=Similarity Matching2023.058
ROUGE-1Type=Similarity Matching2023.056.8
BLANCType=Misc2023.056.4
ROUGE-2Type=Similarity Matching2023.054.9
FEQAType=QA2023.053