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ResearchFormerly WizWand

Natural Language Inference on HANS Syntactic Bias (out-of-distribution)

70.7AccuracyPoEDirichlet
60.8263.38565.9568.515Nov 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PoEDirichletCalibrator=Dirichlet2021.1170.7
DRiFtDirichletCalibrator=Dirichlet2021.1169.8
DRiFtTempsCalibrator=Temperature Scaling2021.1169.7
InvRTempsCalibrator=Temperature Scaling2021.1169.4
InvRDirichletCalibrator=Dirichlet2021.1169.4
PoETempsCalibrator=Temperature Scaling2021.1169.1
InvRCalibrator=None2021.1168.4
PoECalibrator=None2021.1168.1
DRiFtCalibrator=None2021.1166.5
LMinCalibrator=None2021.1165.5
LMinTempsCalibrator=Temperature Scaling2021.1163.2
LMinDirichletCalibrator=Dirichlet2021.1162.7
CECalibrator=None2021.1161.2