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ResearchFormerly WizWand

Entity Matching on AB (test)

81.7F1 ScoreSudowoodo
50.81258.83166.8574.869Jul 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SudowoodoLabel Budget=500, Ablation configuration=-cut2022.0781.7
SudowoodoLabel Budget=5002022.0781.1
SudowoodoLabel Budget=500, Ablation configuration=-cut,-RR2022.0781
RotomLabel Budget=7502022.0780.1
SudowoodoLabel Budget=500, Ablation configuration=-RR2022.0779.6
DittoLabel Budget=7502022.0779.4
SudowoodoLabel Budget=500, Ablation configuration=-cut,-RR,-cls2022.0775.8
Sudowoodo (-cut,-RR,-cls)Learning Protocol=unsupervised, Optimization Modules=Pseudo-labeling (PL) only2022.0775.2
SudowoodoLearning Protocol=unsupervised, Optimization Modules=All (PL, Cls, Cut, RR)2022.0774.8
SudowoodoLabel Budget=500, Ablation configuration=-cls2022.0774.8
SudowoodoLabel Budget=500, Ablation configuration=-PL2022.0773.9
DittoLabel Budget=5002022.0770.1
RotomLabel Budget=5002022.0769.7
SimCLRLabel Budget=5002022.0765.7
DeepMatcherLabel Budget=Full2022.0762.8
Auto-FuzzyJoinLearning Protocol=unsupervised2022.0761.3
ZeroERLearning Protocol=unsupervised2022.0752